diff --git "a/denoise-pxrd-ionic.csv" "b/denoise-pxrd-ionic.csv"
new file mode 100644--- /dev/null
+++ "b/denoise-pxrd-ionic.csv"
@@ -0,0 +1,31 @@
+two_theta_x,noisy_intensity,Ground truth - intensity,Domain,Difficulty,Type,Task,Reference
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.707016659296767e-148, 1.8281981653935545e-12, 1.1771633845876718e-23, 2.3243943121585014e-181, 2.6109069377065732e-39, 0.0013965802672532461, 2.2908676184242198e-114, 1.5820756531180047e-242, 1.5481318759980157e-48, 0.4645668763831939, 7.584869596314727e-26, 40.77990069777818, 4.485385175369898e-24, 3.0698691732343765e-185, 2.47e-321, 1.0457848153947428e-86, 97.19087171289719, 4.398777644902632e-46, 8.87010672406948, 55.36386728251234, 4.997885363307901e-12, 0.0026959730721332186, 2.6275128534138097e-44, 87.99343636343136, 8.170009618854889e-26, 1.2069653322404728e-146, 1.6083907522793632e-11, 100.0, 9.926781954291581e-27, 30.353646433392527, 0.14010633428199767, 0.003921257850240339, 0.11608499001925564, 24.883007954458623, 2.4319836322102323e-36, 3.5329716366132214e-215, 5.618073198241995e-49, 0.11583096313092688, 0.1775553225724366, 13.904569136110654, 0.003092616841046349, 1.0997477743924825e-09","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.950687513896448e-304, 4.273442060127291e-235, 6.050775777704801e-175, 1.1214305900533365e-123, 2.7205821014696564e-81, 8.639316285897856e-48, 3.591079422869713e-23, 1.953883863466685e-07, 1.3915556572882328, 0.012972704200583267, 1.5830278270160394e-13, 2.5285682587232045e-33, 5.286751704255661e-62, 1.4468757747907507e-99, 5.183244264660212e-146, 2.6153442289636714e-201, 6.858874532307802e-147, 3.331870776109353e-100, 2.118612544089701e-62, 1.7633682977597317e-33, 1.921155936984125e-13, 0.02739746022172146, 5.114298732567495, 1.2496545604322163e-06, 3.9968878643856376e-22, 1.6733317395963326e-46, 9.170018943623541e-80, 6.577888629509466e-122, 6.17633578102026e-173, 7.591076716877038e-233, 1.2212492981312226e-301, 3.411721388268928e-238, 1.482137011546088e-177, 8.42813039516245e-126, 6.2733893025689354e-83, 6.1122531237804405e-49, 7.795222620821369e-24, 1.3013191270784314e-07, 2.8435914718480264, 0.08133522870843905, 3.045217245451244e-12, 1.492402501193786e-31, 1.3294224958696457e-56, 5.31638476985705e-29, 2.784907360301462e-10, 1.9095595216221384, 17.13893163649214, 1.7705010090881421, 0.9512208631057478, 100.0, 4.710597819795758e-05, 2.904558665925913e-20, 2.3442956298941894e-44, 2.4766959983726923e-77, 3.425004340367154e-119, 6.1997995632504095e-170, 1.4690016087977566e-229, 4.556118308929292e-298, 0.0, 0.0, 2.0443378344360608e-274, 6.959179407131548e-209, 3.1009266860760425e-152, 1.8086438816221403e-104, 1.38083799281715e-65, 1.3799409143812167e-35, 1.8051211477703802e-14, 0.030908669889975787, 69.27593204280086, 0.00020324156858226233, 7.8049620879241725e-19, 3.9233509381129e-42, 2.7339584990961403e-34, 7.34144858091037e-14, 0.025804752868128958, 11.873010220845622, 0.4758749196912724, 7.182691527390192e-07, 2.2024398610734115e-17, 0.0007501686655551974, 33.44797764325067, 0.0019994896462815267, 2.5583992862958818, 0.00018091034544443022, 1.674505505680815e-17, 2.028793552282415e-39, 8.275903330275153e-33, 1.5420940963384288e-13, 0.0037612693867585226, 0.12008426471455676, 5.018406839198586e-09, 2.745198347850122e-25, 1.9656658405933022e-50, 6.872278632592449e-46, 1.6322467410794202e-21, 5.074566824917866e-06, 20.65096053443588, 1.3027278884260316, 0.9453487044460434, 9.807817652410995e-10, 1.3319283336206378e-27, 2.3676497541458354e-54, 5.509119376906753e-90, 1.6779346171909735e-134, 1.4429400803389959e-148, 1.6180355812559145e-101, 2.374958126712705e-63, 4.563015715923848e-34, 1.1475618202095194e-13, 0.03777707559800093, 16.278286890542397, 9.278307576696573e-06, 6.060978874757125, 0.4970960131797341, 5.336615201505481e-11, 7.499280484708714e-30, 4.711566077858058e-33, 8.432852102651745e-14, 0.0019756580583179927, 0.06058668523421009, 0.2175938407768673, 0.027409435029525586, 24.422747411571404, 0.0059353004256445276, 0.22482834356416875, 2.2190310687538862e-08, 2.866842476545042e-24, 1.0269792490733481e-23, 4.6549360952830795e-08, 0.27618107269641395, 0.0021448762244936255, 0.01166632027263602, 0.5685359504112045, 0.11826762383341713, 2.3776202667767294, 0.02167761283467716, 4.777981302011923, 5.354756461724798, 9.495277311455894, 2.403154293524425e-07, 7.961302792273935e-24, 3.452349486770029e-49, 1.9596273441946894e-83, 1.4559965758845105e-126, 1.4160394146616836e-178, 1.3968808906119713e-220, 1.6028161213342197e-162, 2.4073329190997975e-113, 4.732784546255492e-73, 1.2179387290862552e-41, 4.1026292708691475e-19, 1.8089527977881175e-05, 1.0440476545202713, 7.887539304855954e-05, 9.100336045289635e-06, 5.106395249383549, 0.003750589806577152, 0.07012308673183122, 0.13428172189290866, 6.6534850884437615, 0.012344179372549599, 0.1564027542095092, 2.891590288487819e-09, 6.997730971059373e-26, 7.211559886745192e-17, 0.00012134479417880964, 0.26726448060822083, 0.014156871172346772, 0.008877534603933184, 7.287342898876744e-12",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.1517095090623827e-237, 7.557875116806914e-46, 10.825818486750915, 0.00013604209427905238, 7.456241472905022e-118, 7.2636925150463264e-99, 1.0570406180993288, 1.0257504180839194e-42, 4.9338364481245835e-06, 2.159176134941655e-21, 9.051583934679982e-45, 50.32386191963556, 6.35266251102753e-28, 5.369982510014244e-05, 1.157150057737404e-12, 0.0002658332843820266, 3.2712694164264294e-38, 26.814363194356506, 4.200927231483936e-05, 59.73071651182343, 100.0, 2.3316236625597263e-22, 6.611291661409038, 0.0012499345294809104, 3.0390945809846646e-19, 76.44190723567672, 1.5811459768410627, 2.527916517889063e-06, 13.58066114059691, 70.23903610457272, 1.294278633786375e-05, 2.3073688892771215e-07, 10.636262415910528, 40.974869065077364, 5.746264094909846, 0.05320631018361805, 24.830108655078067, 6.109101446170138, 0.5109891363776315, 0.9897373798284471, 2.7154692921612704, 4.961539943163179e-08, 2.661469089975996e-07","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1968636897876313e-266, 4.0299221563178287e-202, 1.7761380655805163e-146, 1.024672040511041e-99, 7.737865016828011e-62, 7.648662755899439e-33, 9.896425163118305e-13, 0.1677138201378772, 54.015158268547616, 0.003575274251803533, 7.31372913801138e-10, 0.5984273971221221, 0.6409331713961268, 8.985497530054596e-10, 1.6489200868187977e-27, 3.9608207376408056e-54, 1.2453713344277907e-89, 5.125551979628795e-134, 2.761280453002563e-187, 4.0101870941633745e-186, 5.984018186939587e-133, 1.1688244135754794e-88, 2.988365952259681e-53, 1.0001143535059171e-26, 4.384156516308292e-09, 2.6667367220260063, 12.242069293050973, 9.103917069280785e-07, 1.0433117926383498e-22, 1.5681693947182884e-47, 3.687333561697585e-77, 1.6820355847965232e-44, 1.0044362384676575e-20, 7.851229531073486e-06, 8.051496383583213, 2.9547030784265793, 6.153640980146875e-07, 1.6836924144193393e-22, 6.03005770731987e-47, 2.826885906478476e-80, 4.296511855666618e-80, 1.2382449368854483e-46, 4.671164981294036e-22, 2.3065982136253727e-06, 14.910661483951301, 11.91703976698863, 4.068712951944127, 5.07990718849259, 4.570405267898347e-08, 5.3835833105318035e-25, 4.470412522683588e-17, 0.0011610094431009277, 39.46862551378358, 0.0017562904994747896, 0.02791388373073434, 100.0, 3.813298497027017, 3.9389044985562885e-09, 3.898068362939303e-20, 1.8549911415609736e-05, 13.112988238151283, 0.03428847448595973, 4.806957054521976e-13, 1.1581088140689267e-32, 3.719221447426156e-61, 1.6875071342968052e-50, 5.6505997013420845e-25, 2.476689517797161e-08, 1.4210055458049082, 3.906504656492741, 0.15714319114327618, 3.6203565179445756e-11, 1.0968486528365342e-29, 1.1206887298162185e-12, 0.042895482901925165, 5.310276013405843, 0.000988177659792086, 4.729048576229961, 6.176305357112473, 3.0480896872079763e-05, 2.7853981024589193e-10, 0.7527200369891727, 10.54095106965711, 0.3187229669624081, 0.10861965959880972, 5.4210711809045953e-11, 3.541521489672419e-29, 7.606428611030449e-45, 5.2041234909230315e-21, 4.66060710366286e-06, 5.46343197825275, 0.845903807364438, 0.0014871202327635456, 7.922429375929986e-15, 0.0010371773340215721, 0.3152921830968825, 1.25458903962817e-07, 6.534582929264526e-23, 4.683738063711558e-18, 0.00013592819036531317, 5.718537401784865, 9.070669664410664, 13.402134828563113, 1.3131203170779842e-05, 1.6840836248665115e-20, 2.4521889186480096e-10, 0.12460912263445878, 1.28500929086001, 2.4278744703175934, 1.3180998783890507, 2.5719271610886797e-06, 0.005187008602929476, 1.8972039129611176, 1.7592285586499095, 2.4579739431954413, 1.5288041647630841, 4.469676421041639e-06, 0.02586920939624737, 20.005897783132077, 0.014637587981451292, 4.084548603320769e-14, 1.142829344816156e-26, 1.891078641242553e-09, 0.409605614191175, 0.11622971489340048, 2.0062073501181916, 5.3681921510842524e-05, 0.0467167552923624, 5.023474048902436, 17.56403349068954, 15.681641816235256, 0.765852601388387, 0.3430751659082075, 1.4660622523923972, 4.296751298185251, 0.32487315980760734, 5.371747160146148e-10, 1.531454677983604e-13, 0.007313230761927016, 0.45713356637200653, 0.8826462820322357, 0.26148485467788174, 2.785457502936613, 2.272501780124596e-06, 1.5626763914906079, 1.941252955183229, 0.16231831569476102, 4.646765799551927, 0.001654093406910507, 3.555491648589711, 2.092753602313413, 0.16275039045595652, 0.005705324852786364, 3.1821252234551305e-13, 3.100328276455503e-08, 0.7298114650136056, 0.710375463079976, 1.6842091938315928, 0.19273413756219246, 0.35904891342094647, 0.5756756024989986, 0.0008360196753921083, 3.6078188130380022, 0.24922967687996114, 1.2056680477580237, 3.10787207052045, 0.15997901424840535, 6.912041557422607e-10, 2.6048190997919446e-13, 0.007905384697795389, 0.31404837392903834, 1.6330451367467112e-08",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.2480664691068682e-91, 5.22242378473651, 7.203136387525561e-54, 9.081112032172587, 3.87101886656714e-92, 0.0, 0.0, 2.7411344843088896e-128, 4.620638883397407e-06, 2.388544278010622e-30, 1.2856377496870779e-191, 2.1446666238830284e-27, 1.0971362215202727e-09, 3.0171767797760204e-09, 2.3802829801419817e-137, 1.6511155482423616e-128, 1.2100183770551877e-06, 2.7193558862897268e-31, 8.241727727594951e-55, 1.0580764429413836, 2.3452202255152603e-06, 1.997823849832408e-126, 5.784698523454075e-44, 0.1530319014366671, 1.0599716586168316e-73, 26.79866223439674, 2.0777417160720538e-71, 1.0470752734840467e-174, 6.192916855457526e-21, 1.1232390086783541e-13, 2.3201383223156412e-26, 5.597521205651806e-05, 8.23833219397118e-37, 1.2825598784873154e-65, 100.0, 3.9430389706082316e-64, 3.5943421281996693, 2.8309057578498318e-11, 4.2008772829749044e-144, 0.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.3566036302044015e-296, 2.381900862353889e-228, 5.474223033462156e-169, 1.646832362704055e-118, 6.48491663429698e-77, 3.342623800993935e-44, 2.255270837935304e-20, 1.991764587170072e-05, 23.02530586550948, 0.034841826098883734, 6.901198333987929e-14, 1.7892713501893561e-34, 3.1074619087728734e-46, 1.1585402073807734e-21, 5.653852923955772e-06, 36.11652872467859, 0.3019921102451662, 3.3053183201103776e-12, 4.7354263224298076e-32, 8.880409163487221e-61, 2.1798919516555525e-98, 7.004305158081176e-145, 2.945935602070891e-200, 1.621845717364628e-264, 0.0, 0.0, 0.0, 0.0, 0.0, 4.96426786e-316, 2.51317620977639e-245, 1.6654016381754312e-183, 1.4445851108721616e-130, 1.6401946100810554e-86, 2.4376745641993674e-51, 4.742246998134079e-25, 1.207593353714116e-07, 40.25180473084838, 17.56216687531206, 1.0029953995877916e-08, 7.498042226091474e-27, 7.337108171147775e-54, 9.397883591292099e-90, 1.5756628652314473e-134, 3.4579972026782816e-188, 2.9007559750505782e-149, 4.043609108596594e-102, 7.378281762479773e-64, 1.7622576529599318e-34, 5.509493482848197e-14, 0.022546650943550236, 12.077596279765093, 8.468511359809557e-06, 3.596835465776475e-15, 0.007664338849197182, 21.377546520786474, 7.804931979215323e-05, 3.72999701313123e-19, 2.333328817789737e-42, 1.9106076172882926e-74, 2.0478359563606884e-115, 2.873074732458203e-165, 5.27626719500024e-224, 8.548853695627855e-213, 1.355028722343735e-155, 2.811364888383583e-107, 7.635087725489985e-68, 2.7141818714783596e-37, 1.26296687118999e-15, 0.007692598596191711, 61.331315941710926, 0.0006400583891616572, 8.74349376150681e-18, 1.5634302623329515e-40, 3.6593177551034046e-72, 1.1211141426188622e-112, 7.268864324217836e-80, 1.3373797301012147e-46, 3.220853783563802e-22, 1.015349085671789e-06, 4.189747530892067, 0.022630201689098472, 1.0204541141900274e-09, 1.7349995352295595, 3.8619037265456337, 1.1252049202189896e-08, 4.291310124843447e-26, 2.142280226923546e-52, 1.3998798314851405e-87, 1.1973836759328706e-131, 1.8730512533507442e-167, 3.9945801205331604e-117, 1.115117703252351e-75, 4.074725752455961e-43, 1.9489655240594608e-19, 0.00012202196902665474, 100.0, 0.10727291211316278, 1.5062887767177595e-13, 2.7685636287537065e-34, 6.660838095113882e-64, 2.292355623403035e-77, 1.0052207024479755e-44, 5.769908886899425e-21, 4.3351545557144215e-06, 4.263520101150154, 0.005488581830528739, 9.248686776705619e-15, 2.0399902828234912e-35, 5.889849873470493e-65, 2.2259143581675734e-103, 1.1011355292925697e-150, 7.130191596875564e-207, 3.7585109225552336e-190, 2.464476810401792e-136, 2.1152502476247834e-91, 2.3764401018416756e-55, 3.494781993941847e-28, 6.72730945729536e-10, 1.6950824261071313, 5.59072764787513, 2.413648089838461e-08, 1.3639789358849006e-25, 1.0089496082934342e-51, 7.238658977849525e-68, 1.4131768720985831e-37, 3.611295483182417e-16, 0.001207974113064062, 5.289082355748457, 3.0313164718278245e-05, 0.2027548697687343, 5.182616020903909, 1.7340230725580163e-07, 7.594318543266967e-24, 4.353623279919662e-49, 3.266938681130919e-83, 3.208922463706083e-126, 1.3338942850076699e-89, 6.492889607526042e-54, 4.136973371487169e-27, 3.4502894574756567e-09, 3.7666601387735863, 5.382517373365609, 1.006798462651145e-08, 2.465061429566357e-26, 7.900253888744933e-53, 1.2153526219200483e-56, 1.7975763819272382e-29, 3.4801703580850756e-11, 0.08819455093009616, 0.29255740966178695, 2.220198567982929e-06, 6.275356312157412, 0.023230663685030555, 1.1256748012440789e-13, 7.139903965512586e-34, 5.927886718416837e-63, 6.44221953284025e-101, 9.164298869035206e-148, 1.7064401747640035e-203, 4.159211349236885e-268, 0.0, 0.0",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6.591211182333995e-98, 0.4900195258949232, 1.1171747921169193e-50, 17.02448327457023, 4.362112041920894e-62, 3.4275143079202305e-271, 0.0, 9.988427337e-315, 1.8047570917585527e-83, 100.0, 1.6991856268475407e-60, 1.5646568482808524e-212, 7.839443051961057e-36, 1.2045113502233138e-05, 0.06461592096565931, 7.73693748415363e-102, 6.9670248894491234e-273, 7.602902489490844e-63, 25.443160749496478, 2.6110926719934575e-82, 1.126196041572033e-42, 0.0012191417387739383, 3.058770225132872e-07, 4.0448233208422966e-128, 1.9224974367474583e-99, 0.6303810676990736, 6.33869910230362e-49, 4.115928793297771e-34, 4.513569330633919e-07, 1.517860872098753e-126, 1.2736980257660545e-218, 2.455416829009495e-38, 0.00014515886486081165, 1.0843015618091723e-88, 2.542333319450813, 1.2605304584769905, 3.051474309115279e-90, 0.0, 0.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1158922382503e-311, 1.3445376656986593e-241, 2.1205659734418527e-180, 4.3778280859501257e-128, 1.1830244408733908e-84, 4.184627745922275e-50, 1.937528246924789e-24, 1.1742683470573655e-07, 9.315684366631153, 0.9673647891450445, 1.3149035110089412e-10, 2.3395137052604565e-29, 5.448605966644627e-57, 3.0693042442597135e-43, 1.1267741201503535e-19, 5.414543988646527e-05, 34.057675907421455, 0.028041176419155184, 3.0220771720516896e-14, 4.263271296226494e-35, 7.872424227719981e-65, 1.9028392784604295e-103, 6.02037890213978e-151, 2.493294861359923e-207, 1.351610503401678e-272, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6.5052573991949165e-251, 2.3758893930788788e-188, 1.1358371032930492e-134, 7.1077800986522625e-90, 5.822104740125514e-54, 6.2424366613487594e-27, 8.761054340762598e-09, 16.094841452990703, 38.70304464924974, 1.218236642751233e-07, 5.019336185529586e-25, 2.7070047055041947e-51, 1.910996254119237e-86, 1.7658701284966241e-130, 2.135923940975178e-183, 2.0738192924162128e-234, 3.1930364686623408e-174, 6.435242935105488e-123, 1.697673280658765e-80, 5.862345087429275e-47, 2.6498222660662237e-22, 1.5677983743284975e-06, 12.142043200672742, 0.12308962169734904, 1.633349783805907e-12, 7.798201645807135e-14, 0.023136122937222905, 8.984932212460327, 4.567379788371238e-06, 3.039117881111726e-21, 2.6470129445852897e-45, 3.0178154922150155e-78, 4.503575019550638e-120, 8.797316536113347e-171, 2.2494230181133284e-230, 7.528702748752929e-299, 3.317598288396436e-249, 5.66712904581405e-187, 1.267157227572484e-133, 3.708736746078303e-89, 1.4208545055942613e-53, 7.12526973233213e-27, 4.6771479668692736e-09, 4.018731664189465, 4.519860252431247, 6.6540966552702065e-09, 1.2822753746970698e-26, 3.2344586115078014e-53, 1.0679477220478046e-88, 4.615582185477859e-133, 3.8378520167762255e-111, 4.485698380863772e-71, 6.862778955001422e-40, 1.3743522338826784e-17, 0.00036026675999940194, 12.361706673903008, 0.0005552144669514369, 2.8446118479104705e-12, 0.13090930145693028, 7.885896613936713, 6.218129348833478e-07, 6.417952877840696e-23, 8.67084445313513e-48, 1.5333961414338732e-81, 3.549567472650827e-124, 1.0755351420202511e-175, 2.0852295760918563e-210, 1.6161826984585168e-153, 1.6396650120484213e-105, 2.1774485656778098e-66, 3.7850252410124106e-36, 8.61227232653093e-15, 0.02565044048130144, 100.0, 0.000510309051761254, 3.408746012430358e-18, 2.980465597209472e-41, 3.411156798570922e-73, 5.260919771874674e-114, 1.256695957419745e-74, 1.3725841207928248e-42, 1.9623470727183187e-19, 3.672322153637457e-05, 8.995676366101119, 0.0028843965794624585, 1.210609897951571e-15, 6.650917613355379e-37, 4.7828528021705324e-67, 4.502156229803785e-106, 5.5473070714612003e-154, 8.946886989683749e-211, 1.8888166208451425e-276, 1.3995834090021368e-251, 4.639971753025974e-189, 2.0135387273425914e-135, 1.1437542914730567e-90, 8.504202352423971e-55, 8.276801380296345e-28, 1.054434436069321e-09, 1.758347577317183, 3.83811491173526, 1.0966279692721347e-08, 4.101368226547198e-26, 2.007827074501766e-52, 1.2866248909928932e-87, 4.572305367717366e-77, 1.9807681934159485e-44, 1.123207976235321e-20, 8.337096018947339e-06, 8.100233292545846, 0.010301686990813524, 6.075260152569551e-08, 2.8080222786657107, 0.16988867932119564, 1.3454155120634877e-11, 1.3946862529923012e-30, 1.8924512860968866e-58, 3.3612514081726355e-95, 7.814575375722355e-141, 2.3781424826859597e-195, 9.473238187416216e-259, 0.0, 0.0, 0.0, 0.0, 0.0",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.2591863228451655e-222, 3.5344532819984294e-39, 0.007284261305544929, 4.603714369122541e-113, 0.0, 0.0, 0.0, 2.2770331622575386e-167, 8.912368162058102e-18, 1.0697356374155034e-14, 3.937489355725101e-158, 0.0, 1.2089004292857859e-265, 3.214511632119268e-59, 26.211933309872297, 6.554547118700976e-86, 5.0296e-319, 3.1341930890345437e-193, 1.0186370683216002e-27, 1.0152495051679902e-08, 3.103027894341565e-136, 9.972363162951616e-282, 5.702551964624641e-67, 100.0, 5.377622736779659e-77, 8.868297333152288e-302, 5.650624258707189e-82, 99.24990481693482, 5.3459310255357504e-62, 8.830314792797727e-272, 0.0, 0.0, 0.0, 2.0397470383422607e-273, 4.948778924539439e-63, 36.81962642958981","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.921142983744058e-280, 1.3402660718845585e-213, 2.9683991193962337e-156, 8.605610065951768e-108, 3.265646206692946e-68, 1.6221264297001254e-37, 1.0546985955441663e-15, 0.008976357363339616, 100.0, 0.001458236501671703, 2.783453877253081e-17, 6.954536532322933e-40, 2.2744712709958423e-71, 9.736902418789795e-112, 5.456187407098797e-161, 4.00208067868447e-219, 3.8424701215621098e-286, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.6154761e-316, 8.777435941643297e-246, 6.242569428643085e-184, 5.811485960854733e-131, 7.081725749538201e-87, 1.1295855141711483e-51, 2.358452989035821e-25, 6.445601217791486e-08, 23.058324182248317, 10.797423805530535, 6.618211693004589e-09, 5.309935679151925e-27, 5.576554685856359e-54, 7.666034505322305e-90, 1.3794427254439867e-134, 3.249111954328136e-188, 1.001737145274845e-250, 0.0, 0.0, 0.0, 0.0, 0.0, 1.504464478489091e-308, 7.235146297111865e-239, 4.5545009323430765e-178, 3.752860080729148e-126, 4.047734789165475e-83, 5.714652482653407e-49, 1.0560772825994101e-23, 2.5546398059840514e-07, 8.088942507909907, 0.335260139678495, 1.8188638599706183e-11, 1.2916551064317344e-30, 1.200662746825122e-58, 1.4609104843455273e-95, 2.326774389983699e-141, 4.850796364939232e-196, 1.3237315229021283e-259, 0.0, 0.0, 2.47e-321, 3.9373116561830935e-250, 8.366798239025614e-188, 2.3272706867131414e-134, 8.473495470642782e-90, 4.038372754295224e-54, 2.5192908189151288e-27, 2.0572084712053566e-09, 2.198904678373519, 3.076540253733, 5.634389935094175e-09, 1.3507012339482874e-26, 4.23837903657854e-53, 1.74087820610209e-88, 9.359767981911275e-133, 6.587033576856558e-186, 6.067960855741257e-248, 7.3171e-319, 1.7035565934454925e-292, 9.48061590218864e-225, 6.906287242935735e-166, 6.585379722021753e-116, 8.219494438910617e-75, 1.3428808762260236e-42, 2.8718249982787403e-19, 8.039083752769628e-05, 29.45664183576949, 0.014128238392584005, 8.869944323513007e-15, 7.289233668047345e-36, 7.84099090996274e-66, 1.1040484377659071e-104, 2.0348547016923786e-152, 4.909155396355933e-209, 1.550273254396395e-274, 3.1379656751461225e-268, 1.6909971343115544e-203, 1.1927945709849705e-147, 1.1013276306313015e-100, 1.3310535124113405e-62, 2.105729569341653e-33, 4.3605148999473855e-13, 0.11819553021804574, 41.93652406461271, 1.947654451117595e-05, 1.1840212145481078e-20, 9.421827729650387e-45, 9.813839112242436e-78, 1.3380452719732858e-119, 2.3879805266330733e-170, 5.5785181869445545e-230, 1.7058271600186122e-298, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.8386835335906432e-265, 3.7726364758495695e-201, 1.0132369789101576e-145, 3.5620925781454675e-99, 1.6391831192287644e-61, 9.873652597725495e-33, 7.78495867457256e-13, 0.08034574455812239, 10.854193188253985",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.705859356744315e-168, 1.2473930134969226e-18, 1.7634411790259977e-15, 4.4044959327896955e-43, 0.041803381760588454, 1.2167075473140309e-107, 3.741320898430525e-173, 1.4659770581120348e-20, 1.761525646873666e-14, 6.490981185465861e-155, 1.0664483098921642e-37, 0.8160844864791896, 2.1953504790782196e-07, 3.6124971787820297e-28, 3.3877650414696825e-32, 4.209366707123212e-05, 2.3198553360144201e-94, 0.984806031648462, 0.010746174011249216, 1.6820070647781624e-21, 1.5163016669507546e-38, 8.917343693733273e-05, 2.0111512016776088e-23, 6.448790974986394e-12, 12.943479503796777, 5.939643617912699e-11, 2.782296357023805e-23, 1.2047084079178697e-08, 0.0006141831270832139, 1.6076242653269902e-06, 20.740613477955137, 1.0408459031932101e-30, 100.0, 80.22577852075628, 5.478944517558082e-54, 1.0859158348070995e-253, 4.257221105571607e-61, 51.65227817620545, 6.560002172667241e-40, 17.509175069574066, 1.0209193940859038e-62","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.045390256331376e-265, 1.7599820361505292e-201, 3.8785207699218847e-146, 1.1187990969419255e-99, 4.22441126508373e-62, 2.0878936633845692e-33, 1.3507614563466904e-13, 0.011438709806109712, 1.2679540762987311, 1.839747008395086e-07, 3.494143893229117e-23, 8.686634840111187e-48, 2.8267698099496124e-81, 1.76894552420175e-67, 2.8872427853681615e-37, 6.168509673296995e-16, 0.001725064328167039, 6.314783107017112, 3.02579625872942e-05, 1.897793801677069e-19, 1.5580682059864892e-42, 1.6743722059323868e-74, 2.355296823117669e-115, 4.336779941737986e-165, 1.0452428950569759e-223, 2.4814814462429782e-229, 5.276534136737842e-170, 1.4686373579050055e-119, 5.350673974675479e-78, 2.5517052493436994e-45, 1.5928710671914345e-21, 1.3015439563267802e-06, 1.392083080890928, 0.0019489449388863378, 3.571593990014581e-15, 8.567472054872533e-36, 2.6901184856365213e-65, 1.1056514004792457e-103, 5.948303660804601e-151, 3.9478385926944863e-168, 1.0911970476680425e-117, 3.94798119698896e-76, 1.8697135186615372e-43, 1.159052638742639e-19, 9.405016327785945e-05, 100.0, 0.46754031524879197, 1.3464694278393843e-09, 7.21801361394934e-27, 1.2456846907773502e-32, 9.895679515310944e-13, 0.10289901451531235, 14.005702867805697, 2.495322604744895e-06, 5.819378328289548e-22, 1.7764565236300513e-46, 7.098403346244433e-80, 4.496991533965077e-77, 2.689910858579609e-44, 2.1061136625419298e-20, 2.1585087925084372e-05, 28.957024789853232, 0.05084896915488574, 1.168795329237793e-13, 3.5165992650805034e-34, 1.3849541432591194e-63, 7.139634935745108e-102, 2.1818964469461128e-77, 6.604973788162593e-45, 2.617195477004277e-21, 1.3574671321146473e-06, 0.9216172270936523, 0.0008190302541773908, 9.527465922919783e-16, 1.3055247695172614e-11, 0.06106266033057649, 0.49041852351556964, 0.05336702030251335, 3.1980346135605813e-11, 2.508542645722026e-29, 2.5756563401032473e-56, 3.461644337072611e-92, 5.201078176680471e-63, 3.285758084090146e-34, 2.7171016598850727e-14, 0.002941062743744991, 0.41670699514677545, 7.728325251261554e-08, 1.8761523039945672e-23, 5.961820416485662e-48, 1.9933938150887194e-47, 5.080560984453181e-23, 1.6949556163498393e-07, 0.7401727483361912, 0.0042309310836385295, 3.1656792577210715e-14, 1.2315846447065862e-11, 0.3197062607048069, 10.864390334935925, 0.06241680616151948, 5.1944694043415004e-09, 5.658643113476364e-25, 1.12954335489919e-33, 1.6664424943301468e-13, 0.03218146847151169, 8.134848751014454, 2.6916662373814204e-06, 1.1657918924033679e-21, 6.6092009032740445e-46, 3.598435609774484e-60, 3.3247898630528506e-32, 4.0210804941875484e-13, 0.00636574783961243, 0.13191196658433402, 3.578055377821969e-09, 3.2586600285021985e-08, 0.21161355614174268, 0.004057793685047552, 20.826608525706177, 0.00025133022832817117, 3.970077612929847e-18, 1.0927193896733918e-31, 7.837364857171545e-13, 0.007357996560852827, 0.09154402834717598, 0.5027774849544016, 2.9506975908844907e-07, 2.266739869916731e-22, 4.315558751821931e-41, 2.9990171404747376e-18, 0.00027281415652048, 32.617960298037225, 0.007459220473623989, 0.26762946431759715, 0.00021285582996137604, 10.2216242674462, 0.3011010407222117, 0.0001349417065943483, 8.702723659856475e-17, 7.34669969894844e-38, 8.118157673528835e-68, 1.1742235202557232e-106, 2.223167411562751e-154, 5.509620163486914e-211, 3.1443387315752806e-250, 5.0435769723108296e-188, 1.058951525404957e-134, 2.9103257819369842e-90, 1.0469723979971022e-54, 4.930113948124258e-28, 3.0388326309402667e-10, 0.24518029074874775, 0.6648759211175881, 0.4144249017073316, 5.785082772875459e-07, 1.0582083350353165e-21, 2.5337331785576132e-45, 2.7986093115924823e-47, 3.7895411463332696e-23, 6.716748365902533e-08, 0.15583307085382364, 0.0004732474460132926, 1.8812435677233785e-15, 9.788809491523749e-36, 6.667189882227205e-65",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.5693252260140415e-128, 6.667575305492629e-08, 5.306111365895416e-34, 1.2949242829763644e-206, 1.972040180758484e-111, 0.0005073395747247768, 4.0025918278551765e-43, 1.3068749877356181e-129, 1.2941076037632694e-07, 100.0, 4.863047276454629e-54, 7.269852364022636, 1.656131094807553e-85, 0.27167326733970953, 9.581793310997252e-44, 3.662223298534762e-231, 2.1911437132551945e-124, 2.7157170986182447e-07, 2.558354444038619e-05, 0.6739041218486568, 3.3419730305852784e-52, 0.8295225596789307, 2.413243675957275e-24, 7.094237409822517e-13, 0.00031585096970083564, 1.1774043571397118e-40, 3.640303363547527, 3.6238964981252654e-09, 0.003756659939933703, 4.72529875897389, 1.678329909783189e-36, 0.00293595022546461, 0.8302065978813337, 0.0010738440386483374, 8.547618786427821e-30, 6.548612646246345e-09, 0.6949167037227167, 6.360839051314148e-15, 1.226873644056068e-13, 7.009742702573367, 1.21597907929228e-08, 3.613052936394594e-31","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6.285034586336416e-276, 1.4507664367768668e-210, 4.383443637108199e-154, 1.7336501159338828e-106, 8.975023171066885e-68, 6.081879388031375e-38, 5.3947102943455943e-17, 6.263636562058198e-05, 0.09519476651695642, 1.8937720160619718e-07, 4.931402100029093e-22, 1.6808975184530082e-45, 7.499635489041611e-78, 4.379930046550669e-119, 3.3482840364888615e-169, 3.3504682711790874e-228, 1.9502364765868623e-266, 4.235366367031143e-202, 1.2039897546409915e-146, 4.480048321472295e-100, 2.1820801796864554e-62, 1.391191162022886e-33, 1.1609967786949365e-13, 0.012682454670121735, 1.8134422172407845, 3.3941593233897143e-07, 8.315508774747242e-23, 2.666696108475922e-47, 1.1194026414639872e-80, 6.15073798401563e-123, 4.425301012795283e-174, 9.285538059521746e-126, 7.55697753614861e-83, 8.050396804662647e-49, 1.122572871304069e-23, 2.048990275197414e-07, 4.895458248593982, 0.15309989895185902, 0.027067098967365425, 100.0, 0.0004836001072032902, 3.0612646477050306e-18, 2.53655020830061e-41, 2.579751477980492e-57, 8.245975825034719e-30, 3.45373879648868e-11, 0.20876810775694155, 15.280857283913871, 1.282066824554103e-05, 1.5418966746211842e-20, 2.42968515737714e-44, 5.01160849563041e-77, 1.4343048558642186e-69, 1.1611974703779908e-38, 1.2307193028548055e-16, 0.0017224684344778261, 48.93701061801435, 0.027868288484759054, 5.372163019383956e-14, 1.391176433521042e-34, 4.7176189451784606e-64, 2.094085584644471e-102, 1.2167297840136347e-149, 9.253839251286771e-206, 9.212507666273328e-271, 1.518596383831638e-268, 3.5133975865237775e-204, 1.0639968326380218e-148, 4.217756184294269e-102, 2.1885209376631846e-64, 1.4864422469333395e-35, 1.3215191889421651e-15, 0.0001537896138177181, 0.02342656636117767, 0.019411587329293826, 0.04211099186108134, 1.1957987885338612e-10, 4.444765578738309e-28, 2.3553717556291123e-20, 5.4161542230209475e-06, 3.4216766299949177, 0.02265270015547701, 3.331032679052671e-13, 6.565947028504888e-33, 3.2086397007510576e-48, 2.274701648874389e-23, 2.1108434798587335e-07, 2.5639864133097956, 0.04088499536294618, 23.16119191284494, 0.6190433823765034, 1.0448852001648039e-10, 2.8646572283085255e-21, 2.7073730731474343e-06, 3.349281849146324, 0.005423547301332431, 1.1495908916720547e-14, 3.1895641537762057e-35, 4.002449873767873e-39, 4.2913993751568896e-17, 0.0006022823144653323, 11.06443986180018, 0.000266064480053764, 8.374762726050803e-18, 3.4505336598303555e-40, 2.0991244435208868e-25, 2.3578894671472708e-08, 3.470001145824648, 4.866821145907049, 7.356714144340498e-06, 1.6868225783895198e-20, 2.582427114203479e-31, 4.194877406649596e-13, 0.001092510063736221, 0.03246758665425422, 0.12294542305300103, 0.004094314434336036, 8.358576791530126e-13, 3.6701935914062263e-23, 9.006635880553374e-08, 0.2893105962406039, 0.0012164497526777924, 6.695023531375385e-15, 4.82323186865649e-35, 1.6787878936385358e-45, 2.1703289842211966e-21, 3.67412303106236e-06, 8.933506919224628, 0.5984458509283177, 5.419322376048923e-10, 5.340520592571312e-12, 0.0468586570892963, 3.2147328736362044, 0.0008329079173305127, 6.827057338452395e-16, 1.2509374870953738e-26, 1.9735056431769205e-09, 0.4082282512584739, 8.934337606764812, 0.00014789484359350002, 3.2445897463069966e-18, 1.855417944999627e-21, 2.259030925703874e-06, 3.6002362452998775, 0.007510489149924932, 2.0508497588777436e-14, 7.330403419342906e-35, 4.2360420212288455e-20, 1.8653023023371147e-06, 0.10751432239688788, 0.07831592721117302, 0.018685376032534867, 2.067622455810307e-10, 2.8397650465517636e-12, 0.011383635957358558, 0.9276862521068385, 0.00017129603760479117, 4.899326751454863e-17, 1.5414696297143328e-24, 3.481309814690582e-08, 1.0451242692664988, 1.707593344485216, 10.325040581997436, 0.21009404321411135, 5.1684844619973343e-11, 2.530159287347709e-08, 0.810808239100292, 0.03401078303729288, 1.867425549969933e-12, 1.3421410201325803e-31",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.5828854220093535e-292, 3.054130705076131e-72, 79.8365757307421, 2.657672617028837e-38, 2.7136936501745058e-05, 8.497276257545519e-119, 0.0, 0.0, 8.72123313618523e-91, 40.8096963544706, 5.856099045423386e-54, 5.348383476278048e-137, 3.1321739968444015e-09, 1.46521248002687e-10, 1.887058211857514e-30, 7.452973355340594e-197, 2.8005077785348407e-75, 100.0, 1.0950218863066484e-68, 1.575082844480191e-19, 7.039962050366945e-08, 2.0966290963373658e-33, 5.311104572178106e-140, 1.5124210217963865e-09, 1.3207485443572875e-25, 9.014672484953528e-24, 1.0059637539098368e-12, 3.442502748507573e-148, 2.7885304340763455e-81, 41.471846315250545, 1.8914328826930024e-63, 6.678707383741547, 0.00041126540849998407, 2.3180207797741503e-114, 6.382731482559551e-09, 1.4377456703324297e-27, 3.534966293107199e-07, 5.1630115949596735, 2.101121944415445e-79, 2.6510245850164113e-19, 5.597700182481999e-16","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.060074262183496e-261, 4.659496269762684e-197, 3.5258756596204915e-142, 3.4923930593329814e-96, 4.528009604211004e-59, 7.68457160118946e-31, 1.7071044046350934e-11, 0.4963963775219492, 18.894057097459964, 9.413474328966273e-07, 6.139072482221809e-23, 5.2406321721171546e-48, 4.63794302320844e-33, 1.0814078128101525e-13, 0.0033005148868218317, 0.13185663499639605, 6.895255761863388e-09, 4.719835589146164e-25, 4.2289393894944435e-50, 4.959799837850194e-84, 7.614211545358765e-127, 1.5300789008500003e-178, 4.024674976710333e-239, 1.385721323141611e-308, 0.0, 0.0, 0.0, 0.0, 0.0, 1.9183946890068634e-255, 2.9061790695019765e-192, 5.762817642642771e-138, 1.4958067296090788e-92, 5.082111483766404e-56, 2.2601694058318087e-28, 1.3157273285121966e-09, 10.025796796483743, 100.0, 1.3055971734697662e-06, 2.231241102533263e-23, 4.991279629876162e-49, 1.4615221452914878e-83, 5.601792250810123e-127, 2.810455388115519e-179, 1.850168769075157e-148, 2.08103092454384e-101, 3.063894601438868e-63, 5.904691445033478e-34, 1.4895280774417532e-13, 0.049184502086620716, 21.25866379602617, 1.2027399795849472e-05, 9.190223758854626e-17, 5.5480277142449266e-05, 0.04384512887494199, 4.5355731878646165e-08, 6.141452636611146e-23, 1.0885243128696208e-46, 2.5254179315169328e-79, 7.669313399033077e-121, 3.0486516963734615e-171, 1.5863069740856485e-230, 3.510890745934288e-197, 2.9596600332819106e-142, 3.265836511135144e-96, 4.717100741097234e-59, 8.918338701470761e-31, 2.207094212101909e-11, 0.7149668090384375, 30.316494989098175, 1.6826748241841966e-06, 1.2225017903526996e-22, 1.1625908750246267e-47, 1.447212867535796e-81, 5.014896430806682e-104, 2.1850459124254276e-65, 1.2461986162136527e-35, 9.303407880908156e-15, 0.009091278417187147, 11.628828178589194, 1.9470407833450864e-05, 3.621010348388182e-07, 0.07514514324879426, 2.0412686544634843e-05, 7.25817634838716e-18, 3.37818138353575e-39, 2.058100186372426e-69, 1.6412629240208314e-108, 1.7132388148280974e-156, 4.975054402147993e-135, 3.227452579692096e-90, 2.7406274614845834e-54, 3.0462689194875438e-27, 4.432151255584797e-09, 8.440904874285732, 21.042219087866975, 6.866290433319705e-08, 2.9327895493988896e-25, 1.6397125849683706e-51, 3.400807533943034e-86, 1.4147631355154372e-51, 1.190458541370382e-25, 1.3112119997905261e-08, 1.8904258796442825, 0.35675863395828555, 8.812871339031166e-11, 2.849629949398692e-29, 1.206111900320634e-56, 6.6821287265131916e-93, 4.8458522932311586e-138, 4.599955241971016e-192, 6.313780474819352e-191, 5.663760336710363e-137, 6.65040902889732e-92, 1.0221625039763419e-55, 2.0564570025022563e-28, 5.415610486802559e-10, 1.866823704604958, 8.423397439396641, 4.975072079073581e-08, 3.8462681732493723e-25, 3.8923137870014356e-51, 2.860004381820554e-63, 4.266766222448973e-34, 8.332188711041917e-14, 0.021298422886650768, 7.1262965917328485, 3.1211102801010016e-06, 0.0027114436954664813, 0.001987242041850559, 1.9064659000540007e-12, 2.394062125820752e-30, 3.935227911087271e-57, 8.467056597705321e-93, 1.754959414524702e-116, 3.2989198871620327e-75, 8.117168473583868e-43, 2.6143603609049543e-19, 0.00011021848559599215, 60.823516919186346, 0.043935615623620056, 4.1542248878803126e-14, 5.14151834445025e-35, 8.329537530447241e-65, 6.390488932061611e-41, 1.9892648928438533e-18, 8.105489518350439e-05, 4.323087025396585, 0.0003018122110978499, 0.00019339953156731777, 0.003855481224736018, 1.0060738629939149e-10, 3.4364437519496964e-27, 1.536443916453534e-52, 8.991916884343244e-87, 3.223670562709517e-113, 1.0687165133107075e-72, 4.637698225405368e-41, 2.634332262785112e-18, 0.00019586945503270224, 19.062988176019008, 0.0024285292647055435, 4.049708869742931e-16",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 7.7732781e-316, 5.0268855540356775e-84, 100.0, 5.489245147190614, 1.5365836220936436e-51, 6.0905786688804884e-65, 25.79016036216793, 4.1958838702627616e-17, 5.952484048654271, 6.300685006851199e-31, 0.06908926161149545, 6.43254729255456e-11, 11.467376500594737, 0.04107028104411073, 5.336580229702674, 0.6782086820187421, 0.15993829810958418, 6.081167177751225, 11.185663143138875, 3.1082846759673246, 12.553819457768844, 7.082287711548675, 7.4874484823979435, 1.4182429150927929, 18.32042902564634, 1.6830281808224987e-10, 4.4981752168516795, 2.621514084691812, 23.23658928832556, 0.01043201690751671, 3.0363235709978387, 0.7175760172761878, 6.322678463281141, 7.671878491211954, 13.796934809191846, 10.64334208713937, 5.63011578329185, 5.871497910023645, 11.694791519496377, 12.582118564132644, 1.6576619844916163, 11.815201015139113, 14.647231590317444, 0.024016723591467806, 6.7682039386286155, 13.713477907847798","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 9.31245549149599e-262, 8.649526782861116e-198, 1.0515951749386851e-142, 1.6735277610206085e-96, 3.486144274243589e-59, 9.505739150702436e-31, 3.3927731569482485e-11, 1.5853138901450545, 100.0, 6.042806103881024e-05, 0.03471433562139958, 79.7367868836876, 2.077807519280228, 0.0004456571803070146, 1.2513382323356666e-16, 4.5991398821024046e-38, 2.2126189263873813e-68, 1.393364451753032e-107, 1.0016241211115706e-128, 2.0358599336837286e-85, 5.416504588688277e-51, 1.886333313481232e-25, 8.598961373993212e-09, 0.5218962677036014, 35.38083854081645, 0.14393798954205078, 4.747025686238559e-10, 2.052122260564645e-27, 8.030010999686812e-12, 0.3716975546051919, 23.04986597872362, 1.8450063077755312, 0.8729931088261836, 14.059962475727774, 0.0014271160533788616, 2.3590038696018524e-15, 5.105266834642896e-36, 4.2855802451610247e-19, 7.230403117948916e-05, 15.9677413928333, 0.00461585938154508, 0.03963652357391547, 0.1543651950277149, 7.869213251431091e-10, 6.734581325871264e-11, 0.05701604663457575, 10.996034420871451, 0.712187257019388, 1.718319629570982, 0.9126748784751217, 7.624201233325663e-05, 1.969866335773784e-14, 0.015125291622405102, 15.599988558687677, 0.3868943460377634, 1.4188274224894946, 1.323057843288287, 1.409213382656217, 15.258668875747075, 1.2442269325484854, 0.41048358969772175, 1.751606357111115e-08, 9.835045831522294e-25, 1.4784973111107023e-15, 0.0008567105708719118, 0.6506951312111051, 5.833171577887567, 2.8385414482600138, 6.558857938619032, 0.12018340044044724, 1.2782495109793122, 26.655172028968032, 9.25496459622621, 0.1379491732918498, 0.00112765084914986, 1.51885583460123e-10, 0.08305321635224482, 2.159452514584234, 12.61628302350371, 0.22602641282516517, 8.75785674984121, 0.572534273972956, 9.236213038231488, 4.868476399360032e-06, 2.257961810398913, 4.544479740579561, 0.3529873143981288, 0.18216315398623212, 0.27371198395482704, 4.313875414491775, 10.557593982510447, 0.0015778744857254663, 0.26016407488354876, 0.06452455264046246, 6.2720186924914305, 0.025609841299511712, 0.12874895230358588, 8.748281675183417, 9.118506359753331, 0.02454287422082468, 8.49864941004382e-07, 8.205960444878126e-08, 1.4820561571667308, 0.2915327286440045, 3.307690019948148, 2.675025788001987, 1.3198557045387036, 2.8534165829403326, 0.060483053642138525, 0.12669387779107177, 0.15602053989117612, 0.5009883392210223, 2.194559739230318, 9.161823246303923, 2.869713610031793, 0.03715436680541418, 2.400381968228123, 0.000356035469106551, 5.494196475920696, 3.3163228258553294, 0.13687427904933416, 0.09162664151338185, 2.809887552430341, 0.0773744035830162, 0.25769952187863804, 0.18537326475398902, 0.005543316583560257, 0.012434077490014805, 0.22688647463729475, 2.116268272582596, 1.7834838741272112, 0.2564293135578733, 0.5455280083682431, 2.0567619940968886, 0.20353561600032125, 4.656660332897208, 0.274153757855445, 2.973135721334455, 0.5634772637618285, 0.12702916906929923, 0.1621222416181448, 1.8233547281390488, 1.912341331332297, 0.0975444126521055, 1.3848531054500204, 1.4002277749288428, 0.04084000160849577, 0.0012359229044880057, 0.38005030247957966, 1.5625448572237035, 0.11895491745994248, 0.20796148521392993, 0.050355028464080284, 1.6922495987721469, 0.3611557942878248, 0.15757145570800193, 0.18279593723012494, 1.5409233489381713, 1.8540507970968596, 1.623360960152147, 0.745553771458693, 0.38386056268073987, 0.2765655517241114, 4.017589567143303, 0.12428834225117592, 2.2830099355981908, 1.0581435336311764, 0.2799947609601444, 0.08699401911051925, 1.4612896810065767, 1.02461075623901, 0.1844749019553592, 2.659146123132765, 2.676257043109616, 0.016990864911681815, 0.10615250461907275, 0.7790552899185593, 0.03124006581675369, 0.18976168901884674, 1.4467590100147705, 0.1371273858131861, 0.07389661347077461, 0.7068894215958927",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.303710787061571e-279, 1.1722587942382458e-65, 57.698299560377734, 8.70887609406572e-79, 4.0310741970982703e-305, 0.0, 5.533285406904878e-154, 1.3229293455473784e-13, 9.699510365775914e-20, 2.1808337302794463e-172, 1.2353133965031231e-231, 5.996711123952536e-44, 0.008927064821100495, 4.075339848723188e-108, 2.9584429044910438e-167, 1.9024942501097108e-18, 3.751829522096802e-16, 2.268936924172572e-160, 2.41832089140999e-57, 5.577321452094754, 3.944545838061785e-89, 5.788815105934224e-76, 100.0, 5.297487057618854e-68, 8.60596135449992e-284, 0.0, 1.9249028783277766e-247, 5.544052666668683e-51, 0.4896722076772371, 1.3263042048231342e-97, 6.502906668407007e-26, 5.949585802769464e-11, 7.232557344346083e-124, 7.027393474560902e-06, 2.0939014574760108e-34, 5.427688097971779e-69, 12.07105585605082, 8.232565958077762e-77, 1.72180815763842e-300","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.497094287134417e-257, 1.327534745367058e-193, 2.714872604500273e-139, 7.267434275971559e-94, 2.5464835196374685e-57, 1.1679620349221701e-29, 7.012044790889899e-11, 0.5510471192187258, 5.66840523302431, 7.632400363291234e-08, 1.3452081691412392e-24, 3.103458539007794e-50, 9.371961562397296e-85, 3.7046155810556806e-128, 1.9168313268236276e-180, 1.2982333074341244e-241, 1.1509320795273e-311, 0.0, 0.0, 0.0, 0.0, 0.0, 2.508250804742149e-280, 4.900058250768189e-214, 1.253024678866542e-156, 4.194170736715671e-108, 1.8376410600971315e-68, 1.053909612704562e-37, 7.911778944867662e-16, 0.007774509931099576, 100.0, 0.0016836626456556685, 3.710549695030434e-17, 1.070408446741214e-39, 4.041931060229475e-71, 1.9978200871210932e-111, 1.2925636795232951e-160, 1.094650854352385e-218, 1.213465383372111e-285, 4.94e-322, 6.649053103164526e-251, 1.4842024818905978e-188, 4.3366523162936046e-135, 1.6586095254261557e-90, 8.303511757615355e-55, 5.441361180172023e-28, 4.667468570221572e-10, 0.5240628202356722, 0.7702175256505215, 1.481738421839772e-09, 3.731279547646796e-27, 1.22990660015261e-53, 5.3065782889353194e-89, 2.9969887921926757e-133, 2.2155612514809832e-186, 2.143929511946987e-248, 4.997326050834584e-198, 4.4665574174410225e-143, 5.225601114896453e-97, 8.002536975694698e-60, 1.6041582992509004e-31, 4.209154380033991e-12, 0.1445674718420725, 6.49941722444149, 3.824779007333353e-07, 2.946228160732442e-23, 2.970670645493954e-48, 3.920764276849178e-82, 6.773530014269932e-125, 1.5317485779302133e-176, 2.2710427199012323e-181, 5.399539095497552e-129, 1.68041355325688e-85, 6.845477707611762e-51, 3.6502233981056112e-25, 2.5477876492376072e-08, 2.327743435618211, 0.27837811672808244, 4.357758649247756e-11, 8.929339878917665e-30, 2.394989608985317e-57, 8.408451284030001e-94, 3.864172366553572e-139, 4.144878942605992e-166, 4.323910793881123e-116, 5.904317446965491e-75, 1.0553360469545689e-42, 2.469107194456823e-19, 7.561661228572644e-05, 30.312558035917654, 0.015905819786653796, 1.0924903938708554e-14, 9.82216658634055e-36, 1.155912774884637e-65, 1.7806187024840672e-104, 3.59041704501413e-152, 9.476478085493934e-209, 3.273988333462749e-274, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.044454661459907e-266, 1.4981284465340249e-201, 4.170410659024313e-146, 1.519625919852289e-99, 7.248074731688902e-62, 4.5251890929786606e-33, 3.69810212364775e-13, 0.03955935188332873, 5.5392062303662115, 1.0152523439732644e-06, 2.435726752996938e-22, 7.649115714829173e-47, 3.1442856585099325e-80, 1.691846113276414e-122, 4.813930413293915e-109, 1.8252378646655308e-69, 9.058728225855273e-39, 5.884954243077905e-17, 0.0005004342780271765, 5.570306703025539, 8.115948190981336e-05, 1.5478451939233719e-18, 3.864060159208838e-41, 1.262665559507007e-72, 5.400834753028433e-113, 1.165332171448687e-107, 2.8315104578040068e-68, 9.005642506799003e-38, 3.7492062747819226e-16, 0.0020431114924160296, 14.57380309176663, 0.00013607609175964605, 1.6631018882718441e-18, 2.660626945810223e-41, 5.5715651454998755e-73, 1.527209228991477e-113, 3.2866820235618453e-101, 2.7555458488130893e-63, 3.0240271979417346e-34, 4.344020273681518e-14, 0.008168194927259672, 2.010427621112074, 6.477074474802425e-07, 2.7314763101753644e-22, 1.507801201693804e-46, 1.0894789188703038e-79, 1.0304375503585667e-121, 1.2757119422514998e-172, 2.067338844363145e-232, 4.385294941320845e-301",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1490032217759124e-144, 4.145067928630676e-10, 0.44746402697068316, 4.6869644524499454e-49, 1.5055139203066353e-243, 0.0, 0.0, 0.0, 1.1834324590526305e-149, 3.4297765008547114e-12, 2.9311712863871354e-06, 4.4900834059054945e-30, 0.0018356306857328763, 3.6829491734249755, 6.801605121342152e-09, 1.7012669456090547e-28, 100.0, 1.874366462950833e-74, 1.7172393935815616e-96, 3.4562344836702334, 0.036654628991570126, 3.707598634219863e-40, 5.69053193085273e-09, 1.6803470781465684e-06, 0.001274997823245002, 1.9940635422679378e-07, 1.049636676186581e-30, 6.17184945038269e-191, 6.305558871261222e-27, 1.9755654791723216e-09, 2.9148081651406708e-08, 0.3969961665882963, 5.3539517610231195, 1.4334747483255743e-09, 1.4565634874104925e-54, 44.3638880274724, 1.344952019083947e-27, 6.396674309118579e-28, 19.01863230740739","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6.5863789964e-314, 1.976894834369926e-243, 7.766914455837062e-182, 3.994308241785041e-129, 2.6888261936842583e-85, 2.369255968151195e-50, 2.732683506646613e-24, 4.1256728500403425e-07, 81.53204545261492, 21.09065113353364, 7.757919910082187e-09, 0.43912664771874976, 0.4093724623488766, 4.995460821963705e-10, 7.979222740137832e-28, 1.6682983456822862e-54, 4.565779659094061e-90, 1.6356270263050258e-134, 7.669758798785999e-188, 4.7076832460211854e-250, 3.953e-321, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.2175480863140265e-283, 1.0146358071951595e-216, 6.076806712889754e-159, 4.763967171180911e-110, 4.88866408480691e-70, 6.566587450177569e-39, 1.1545622866787255e-16, 0.002657193011668983, 80.04918877354245, 0.0031565950260303705, 8.458858527062968e-11, 1.5773482790424744, 38.50103165729939, 1.2301136470019388e-06, 5.144535941221665e-23, 2.8050150420377707e-22, 2.848788522806265e-06, 37.87157149392705, 0.6590138495767063, 1.501080059769296e-11, 4.475496989371771e-31, 4.1203301956969717e-19, 0.00011505423994076337, 42.05342127664539, 0.03193596645667585, 18.782353282728735, 3.908041230972854e-05, 4.3041124266369645e-05, 1.718670944732223, 8.983177112792378e-05, 6.146038676815504e-18, 5.504130405325986e-40, 4.1447698707083824e-29, 1.36455203386261e-10, 0.5880413678199158, 3.3170632777283937, 2.4492196376319243e-08, 2.3671719647936213e-25, 2.9947459324374103e-51, 4.959275761441718e-86, 1.0749905129374311e-129, 3.052286545895118e-182, 2.595392073869469e-132, 4.0986767988194737e-88, 8.472517450270683e-53, 2.292500134757735e-26, 8.119594991250524e-09, 3.7643280455593597, 2.284381629401641, 1.8145876629255897e-09, 2.8044388916128178e-14, 0.046286990112271525, 100.0, 0.0002827933276180146, 1.0468065123054174e-18, 5.072146309031673e-42, 3.2169567975761472e-74, 1.2264672989849011e-55, 1.6539910668040237e-28, 2.91970144802288e-10, 0.674639600501497, 2.1160408201032195, 10.826869978486194, 2.0307830319522337e-06, 4.706728576567842e-18, 0.0003355731984629076, 31.3205578129027, 0.003826483301202342, 0.4307284193664016, 1.9423694327613268, 1.1465374416050947e-08, 2.3598773360028692e-12, 0.011229454619613123, 0.06994489115818174, 5.702711907607e-10, 6.0860422789957696e-27, 8.501911835913267e-53, 1.5546274377701766e-87, 3.7210384603383753e-131, 1.1658162073672143e-183, 1.6631875127064262e-154, 1.656549342635755e-106, 2.1597109816219498e-67, 3.685657679808315e-37, 8.233082257590604e-16, 0.002407343216612962, 9.213861280837548, 4.6160810516597515e-05, 1.6319809675672208e-18, 7.234652465742917e-05, 5.154083024995961, 0.00048063262379127817, 5.866825636369307e-17, 9.373919409570875e-39, 1.6416254611576357e-23, 3.5262625494591665e-07, 9.914785670625285, 3.587042485532769, 0.028424137483799822, 1.356382828301046e-05, 1.9198836785356457, 0.00037356908159747143, 7.907763216983951, 0.004583191791084793, 3.4770465526647802e-15, 3.452876765369056e-36, 4.488278020583026e-66, 1.5871445423546064e-81, 7.243687323275589e-48, 4.327439553572357e-23, 3.384000544755237e-07, 3.4638692689644803, 12.299339667397282, 10.956835074422958, 0.0006585443737017326, 4.88402094421827e-14, 4.746626829827118e-33, 6.0383844706405445e-61, 9.868903837698677e-90, 9.584779620116374e-55, 1.2184941539770437e-28, 2.0276494178625374e-11, 0.004416623551698502, 0.018632593920638596, 1.0274486388731725",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.221434521864424e-258, 4.126341109850982e-55, 100.0, 7.431807571468723e-89, 0.0, 0.0, 0.0, 5.757134090654496e-112, 1.4282558900893456, 1.0865889533242936e-35, 2.5350359940752784e-217, 0.0, 3.9116442529446884e-123, 0.0002099093900867611, 3.454331123506607e-32, 1.743233837429863e-206, 1.7725052930444962e-211, 1.1887660558491768e-33, 0.024449210150593204, 1.542030110635811e-117, 4.2553724798027403e-218, 4.614378389154458e-37, 0.01534434701985306, 1.5647436634396604e-114, 2.417991682447406e-164, 1.561140330466102e-15, 3.0909264223222057e-13, 1.8767005165104982e-157, 0.0, 0.0, 0.0, 6.942442117623736e-202, 8.142980898094737e-30, 0.00029289647658650714, 3.2307582462200986e-125, 0.0, 0.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.423875e-318, 1.4488342489681955e-247, 8.024892540307462e-186, 5.8181892916441454e-133, 5.521595233390991e-89, 6.859135568754609e-54, 1.1153272303818802e-27, 2.3739049367698657e-10, 0.06613821064018262, 0.02411957536293311, 1.1513701699204264e-11, 7.194297427740254e-30, 5.884233563231348e-57, 6.29969489698896e-93, 8.828302979091157e-138, 1.6194332108964895e-191, 3.888453884587524e-254, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.377597948885865e-307, 1.1088499158956998e-237, 6.76916682854113e-177, 5.409109416471902e-125, 5.657758616625112e-82, 7.746243810896122e-48, 1.3882446512513292e-22, 3.256634015813297e-06, 100.0, 4.019380715090783, 2.11468842502289e-10, 1.4563364891160692e-29, 1.3128199666444792e-57, 1.5490902293669661e-94, 2.3926344710897985e-140, 4.837311951498195e-195, 1.2801472703979225e-258, 0.0, 0.0, 0.0, 0.0, 2.2847328391225097e-275, 4.676587460078375e-210, 1.2529992091018552e-153, 4.394410585673221e-106, 2.0173375237574588e-67, 1.212228807954171e-37, 9.534956885686233e-17, 9.817049163788542e-05, 0.1323034890948687, 2.3339402210922837e-07, 5.389348380968111e-22, 1.628961753863956e-45, 6.444861907363699e-78, 3.3376780610142937e-119, 2.2625770161012898e-169, 2.0076610683532858e-228, 2.3318763778022183e-296, 0.0, 1.0041958781076096e-264, 1.8780050861091683e-200, 4.597303685935746e-145, 1.4731186277986125e-98, 6.178746091065473e-61, 3.3922751847547265e-32, 2.4378663980110526e-12, 0.2293278643118935, 28.237864570735656, 4.5512948820845955e-06, 9.602099404974676e-22, 2.6517069070479227e-46, 9.585459604291214e-80, 4.535534366247286e-122, 2.809131579082343e-173, 2.277423518047943e-233, 1.4550272949542827e-290, 2.5134449457356208e-223, 5.683236287403493e-165, 1.6820935588497494e-115, 6.516774331245699e-75, 3.3047857983239737e-43, 2.1937243126824796e-20, 1.906114041179367e-06, 0.2167922794992983, 3.227504395633334e-05, 6.289526803056741e-18, 1.604342917092588e-39, 5.356788869511214e-70, 2.3412077719579842e-109, 1.3393789955547553e-157, 1.0029865518730025e-214, 3.052009094512833e-243, 9.174551319407809e-182, 3.6100394218811664e-129, 1.8593757126079615e-85, 1.253575404303433e-50, 1.106271872517338e-24, 1.2779132629563467e-07, 19.322752178600545, 3.824412152701404, 9.908056956317056e-10, 3.3600086744238573e-28, 1.4914901926353814e-55, 8.66619595094129e-92, 6.591203288179883e-137, 6.561890933941771e-191, 8.551088634185374e-254, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.334e-319, 1.3730546773777264e-248, 1.8484433302990505e-186, 3.257260916667564e-133, 7.513236424956714e-89, 2.268452352747369e-53, 8.96520794229308e-27, 4.637876416535862e-09, 3.140552631869699, 2.783691346333002, 3.229714861401484e-09, 4.90495902471354e-27, 9.75067507967421e-54, 2.5372431287516684e-89, 8.642066116774002e-134, 3.8530192907783283e-187, 2.248603495406209e-249, 1.729e-320, 0.0, 0.0, 0.0, 0.0, 0.0",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.3392901905881983e-163, 3.1045682192851815e-18, 2.2069236550478493e-19, 6.307347190922464e-51, 0.0033442652507596204, 5.437687905000412e-102, 0.0, 9.825585771988296e-93, 0.23066957329314985, 1.6606639428391138e-56, 3.666340387176137e-258, 3.691910937944051e-82, 100.0, 8.889534870930308e-24, 3.513554620347413e-19, 1.065013276831858e-15, 1.2166535001476482e-17, 8.682099587562654e-17, 1.8999501186753525e-162, 6.518515946852621e-25, 1.0930841255585624e-12, 0.00010486498701716456, 3.506680614810323e-11, 8.748448628023723e-141, 5.7493348819721796e-33, 3.63865158006838e-08, 5.6893264148343505e-06, 3.3474152070092006e-37, 1.8195812792845563, 0.33349652060835244, 5.0920739563265e-24, 1.8972723405879516e-67, 2.5588381696427347, 2.751056212902283, 2.270708922175094e-34, 0.0018777287884463663, 2.6908498323968047e-14, 2.7116715462493074e-24, 0.5049173489542462","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.2981144225332605e-267, 5.939861932446902e-203, 1.400280629319243e-147, 4.3209765673425176e-101, 1.7453271335545086e-63, 9.227836032280916e-35, 6.386324718048187e-15, 0.0005785357806579914, 0.06860212211088552, 1.064812095504215e-08, 2.1633983820799286e-24, 5.753447104067588e-49, 2.0028473398346617e-82, 7.135324058912425e-80, 6.535238127172928e-47, 7.834968069908962e-23, 1.2295357032703355e-07, 0.2525649943583104, 0.0006790992781535694, 2.3901297631057494e-15, 1.1011279597858916e-35, 6.640215896154314e-65, 5.241489364225507e-103, 5.415708956065453e-150, 7.324601884969268e-206, 1.2967039417857652e-270, 0.0, 1.2036951795464391e-262, 5.382735538104951e-199, 3.150776978162405e-144, 2.414128502177431e-98, 2.421202996760198e-61, 3.1785578590162304e-33, 5.462068458017113e-14, 0.00122860493655906, 0.036173911540464496, 1.3941412833047144e-09, 7.033090445124001e-26, 4.6442299670149214e-51, 4.0142954176474535e-85, 4.541852668088168e-128, 6.726433514384227e-180, 1.30396148800525e-240, 5.688327672944709e-261, 4.230222224227945e-197, 4.117843704219062e-142, 5.246922312472225e-96, 8.751197968743642e-59, 1.910550327622712e-30, 5.45981032406332e-11, 2.04232440826022, 100.0, 0.11006454943875266, 9.723199994310825e-05, 1.1244091391767176e-16, 1.7020315816552564e-37, 3.372399070359094e-67, 1.8546956246980056e-58, 2.0827173428187566e-30, 3.061372091052122e-11, 0.5890199481030539, 14.834468367351707, 4.890373954619054e-07, 2.110280821434695e-23, 1.1919733167339755e-48, 7.009729463930207e-60, 2.170948432863219e-31, 8.800875099442294e-12, 0.46701443753845623, 32.438656226050796, 2.9493309134939783e-06, 3.5100414886494676e-22, 5.468007430207628e-47, 1.1149978795714859e-80, 2.9760970279683833e-123, 6.092247533192653e-173, 2.9233711378614675e-122, 1.8680770578144792e-80, 1.5625492616419826e-47, 1.7108059358273467e-23, 2.451861182963817e-08, 0.04599589850760855, 0.00011294589083793477, 3.6303614141112256e-16, 4.377143955901868e-19, 6.534307946171922e-06, 0.1276839957431905, 3.2658890861115347e-06, 2.116444500245203e-11, 0.0069240546071236645, 0.0029651193959735513, 1.6620802401624028e-12, 1.2195226934093348e-30, 1.1712669407667927e-57, 1.4724819635450691e-93, 2.423104708218127e-138, 1.245531758325893e-154, 5.2116806614278624e-107, 2.8544923786161924e-68, 2.0464827004920065e-38, 1.9205046676118182e-17, 2.3591239276396584e-05, 0.03793274252897596, 7.983729797745497e-08, 2.1995078507303346e-22, 7.931828298160354e-46, 4.785709143257283e-28, 6.705091339647185e-11, 0.012296774123116564, 0.002951928215399229, 9.275738315195729e-13, 3.815217337091529e-31, 1.8324886531831375e-34, 8.25522740940341e-14, 0.04867936314991189, 37.57412135240513, 3.796303092123336e-05, 6.515378178614766e-20, 3.112703389899356e-07, 0.008484865630586218, 2.7447153001765574e-05, 17.82340081412687, 0.015318946841270348, 1.723436727599406e-14, 2.5379898315961054e-35, 4.892293584454932e-65, 1.2344208353680008e-103, 9.701290598914122e-91, 1.5448464695039446e-55, 3.2200990792273424e-29, 8.785798608436985e-12, 0.0031377717777568695, 0.001466863020723168, 8.976062486822458e-13, 6.713754326647925e-13, 0.001277976055089428, 0.0031842568181000308, 1.038536004144847e-11, 4.433667562746068e-29, 3.4076083813007996e-55, 1.6641197924669355e-28, 3.897756264366268e-10, 1.1950136600384675, 4.795778986177098, 0.0003272350155341012, 0.006664421245885862, 1.776751320569118e-10, 6.200397311541747e-27, 6.889712507145776e-14, 0.0007682974014427797, 0.011214650092811506, 2.1427435202162204e-10, 5.35949561427064e-27, 1.3285371091892273e-11, 0.4547808019546385, 20.378051818307863, 0.007492320051299721",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.581e-320, 1.7698995292024636e-87, 0.7426218471781949, 9.772398617183015e-58, 4.060524607219903e-260, 0.0, 0.0, 0.0, 1.3573303280492588e-116, 0.0007333501646554404, 6.536861924975997e-33, 6.506016138515684e-172, 7.789527181307849e-20, 4.449154737717437e-10, 5.319049866115353e-10, 3.696714390541697e-140, 1.0708438982394412e-112, 0.00021216584332291172, 1.8539670978061352e-37, 1.0696322209721299e-42, 0.05056543738966385, 1.4563004295408247e-96, 6.918300136888081e-202, 1.3969158562005276e-31, 0.00302688349460573, 6.53329819358707e-54, 100.0, 5.224564711377939e-75, 2.590157621349183e-141, 2.2327055806772572e-10, 1.7864144649482105e-16, 6.980303882691978e-14, 2.0121049544452837e-13, 6.04423422125067e-148, 2.5951169087024112e-42, 2.6617320799582345, 2.044189872374694e-40, 4.68483331867732, 3.968642470881325e-14, 2.9059627880838477e-152, 0.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.2982775580302692e-288, 1.271560405440074e-221, 1.6390176669813106e-163, 2.785862465626543e-114, 6.260540471917128e-74, 1.8668077927283913e-42, 7.432398660483772e-20, 4.0480312767425756e-06, 0.3542915855494577, 9.05186295207764e-05, 7.570559327243212e-17, 1.0820463666347768e-37, 2.100906178950065e-67, 5.363447492985508e-106, 1.7932777840519673e-153, 7.848905673408442e-210, 4.496790001487588e-275, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.242125176564887e-297, 1.0604436484538448e-228, 2.83420943964505e-169, 1.0061302836557746e-118, 4.7845482734838526e-77, 3.0890738231901655e-44, 2.7681689811986e-20, 3.631598955480502e-05, 94.58170108466605, 1.5918705724972604, 1.5322177163170412e-10, 2.8599615762134655e-29, 7.644972095286663e-57, 2.733782337094496e-93, 1.2865333969701198e-138, 7.511480509269896e-185, 7.633953853938e-132, 1.031830670531737e-87, 1.89650489193363e-52, 4.985802034441084e-26, 2.0970708399904688e-08, 19.085986244192505, 100.0, 6.832434871131034e-06, 4.471916266756871e-10, 2.5003483088731033, 44.639469755504955, 2.826350035314767e-05, 4.177806312871863e-20, 8.152800903150761e-44, 2.0827628221525442e-76, 6.964685986798498e-118, 3.0485363148846065e-168, 1.7466637401992747e-227, 7.009043013067841e-192, 4.949788553963554e-138, 4.575568874149968e-93, 5.536863745144134e-57, 8.77894919159438e-30, 1.8475596293555027e-11, 0.06257851972655512, 1.3174840515687696, 2.0602626679087578e-07, 6.233398146226443e-23, 2.691551395244924e-47, 1.554230897551371e-80, 1.2587587161860832e-104, 2.215726554134e-66, 5.470497051256217e-37, 1.9920548306321137e-16, 0.0001187666794340298, 0.22899616391001834, 3.968482655746071e-05, 6.316280020179094e-17, 1.7634598508761652e-37, 6.742901130310963e-67, 3.398961716221923e-105, 2.2454289251091463e-152, 1.9421145808008816e-208, 1.2556681148886183e-259, 3.8494123796462254e-196, 1.5540886195120873e-141, 8.333830900097516e-96, 6.057440412402015e-59, 6.241513978434614e-31, 9.959328279264329e-12, 0.2946031139404802, 47.64397411021792, 0.002285742575797856, 6.338407707377596e-16, 2.68996301152145e-37, 1.577812862866928e-67, 9.218175240625379e-57, 2.365765125339765e-29, 9.292216896906601e-11, 0.864755191847373, 93.54738904778569, 0.0024919338579360113, 4.644186810673562e-16, 1.3718495827342351e-37, 5.5906139361716016e-68, 3.037986079402388e-107, 2.17520530908351e-155, 4.906196284390069e-212, 3.247963275875477e-155, 4.837577454447806e-107, 9.506777726791739e-68, 2.4999162534528134e-37, 9.158991085288436e-16, 0.00525978738751525, 88.17137458066976, 0.7143548798528871, 1.3343464503144138e-10, 3.809623749264713e-29, 1.4324906164317965e-56, 6.56426477228369e-48, 7.77491717820616e-24, 1.3846494916070784e-08, 0.06301217545307822, 0.03770425518893351, 9.561487999349683e-09, 7.702849149457077e-24, 9.753661530500934e-48, 1.701485276168611e-80, 3.94355753652952e-122, 1.2017216921205367e-172, 6.838009173203011e-146, 1.99672033801119e-99, 7.677769424444621e-62, 3.8890832553562655e-33, 2.599544371495779e-13, 0.024673933690511664, 25.245029730756784, 0.03180326093401607, 5.024833734447098e-13, 1.3845174862434836e-32, 5.370683009946702e-61, 2.2296075265853667e-34, 5.987517392585497e-14, 0.026245847425772552, 37.08728236746923, 0.3712212027254012, 2.560764575301852, 18.61968547134142, 0.0007660634517084409, 1.6641946106497388e-16, 5.17078394377342e-38, 2.1235416641020313e-68, 1.1427511718129906e-107, 8.050450239353736e-156, 7.423728956274154e-213, 8.960922482593658e-279, 0.0, 0.0",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 3.690875666833282e-150, 2.915991518667717e-13, 0.1153849824791517, 1.0479308805437643e-38, 0.9698216571688779, 2.679804088602512e-16, 17.91836509508757, 4.0894020869421876e-08, 9.996459942355221, 0.004006051525053466, 71.77058127079697, 0.008166070702495623, 41.329721143934776, 44.85274410876918, 38.02931001483756, 52.36260303922086, 88.46547488952675, 35.90309896002572, 35.19816455291824, 25.66273872425848, 64.37423252553229, 72.79054353964104, 8.389185248269575, 20.720764265114997, 100.0, 57.170817703923724, 10.310262643456268, 13.101417454688915, 80.24920960619272, 33.095867007034315, 59.973595667519575, 49.35158924316929, 31.18172448748363, 45.33572717208196, 33.08502997346739, 24.750323769079007, 66.11561747564276, 33.38721917428477, 61.26517135571885, 42.727883623063484, 58.535891379560645, 15.020475405751288, 71.58805317427131, 47.92968355968104, 60.44404525071414, 66.28799980529347, 13.014042313971224","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0299089989209335e-285, 5.1943853998180177e-219, 3.429237661732787e-161, 2.9633919688364007e-112, 3.352036304315481e-72, 4.963138868775372e-41, 9.61905244306571e-19, 2.4462394687896153e-05, 40.66631385208927, 34.7754871589277, 6.02503724298953e-05, 52.108601485544234, 2.305442005838121, 1.349799951273027e-10, 1.0344608512832064e-29, 1.0377358272302211e-57, 9.309801234665775e-41, 4.538493048494224e-18, 0.0002896083235063019, 24.190212311979707, 44.37120210600967, 0.28242595191097214, 2.380082435320489e-12, 1.137977577059228e-08, 6.304532798425819, 15.990007804152256, 35.40384421798046, 100.0, 0.021056551279969634, 5.804219003264781e-15, 6.8083497170188836e-18, 0.00033941642080568575, 22.173050554976975, 30.837020625121102, 0.00033062573847984447, 9.443557645752005, 40.75190582508295, 57.133232532363856, 0.2684239733811824, 1.0529027819883507e-07, 0.00010640633721738264, 13.316479566898042, 14.199555408500652, 11.20905325354282, 3.3015886599640907, 13.797163742652096, 69.46594978525494, 0.00017832076950212593, 1.248924379202168, 1.2291036131373334, 6.982375407265604, 23.323746374667465, 8.56182123528236, 27.161122976628555, 0.7789150704302705, 17.621417320049158, 20.611096919671724, 6.815400569327283, 4.451041981360968, 23.91809861271389, 11.153330691541392, 32.024271690777006, 7.995422972212656, 18.1489067991694, 0.5678853900808404, 25.624741793818984, 5.818460624869054, 23.485675873680357, 4.948729775796984, 9.137221619076486, 4.216710072978678, 6.921210587969568, 11.939569891201218, 19.26278521720223, 0.6984181700296022, 4.7490298425084845, 0.3715455187299091, 9.16663744370139, 29.34505297127863, 16.4938020963359, 10.641245480756524, 3.1826835776120705, 6.479938964295462, 20.32895411371987, 11.004560793203346, 11.079108799463947, 12.125392183021267, 5.404828897931062, 26.023246967324916, 2.3921014264270033, 9.146412869787525, 1.145758066287383, 0.38278173242626456, 15.75838083836115, 4.587841874394465, 3.505199901325066, 7.823745876180767, 1.4022752048443716, 21.978307841339504, 8.261730562961036, 12.405914854218961, 16.9711073158233, 6.585682519220154, 9.411692643172302, 13.130319703228057, 13.132219463965129, 1.8970105761163976, 8.615454644359767, 2.681862390087406, 7.865296352187761, 11.328735105328725, 1.8893925911122256, 4.760277483160691, 12.184168777420055, 5.049524286463968, 2.694466613849164, 28.918564097572474, 14.086878242437404, 9.814181327573891, 4.058244257400177, 6.9630925270998025, 14.703608250206285, 5.259944744712939, 3.5216930118583503, 7.170287546923356, 7.771429378690079, 8.431601117667554, 1.697765786703206, 7.246625801641569, 3.5425785284105062, 2.4816673273731973, 3.08211984379121, 3.1212381915965897, 14.425200980937102, 6.493735555090145, 9.072299645466266, 3.8524846907351753, 7.133051583531357, 14.872697168991122, 8.245352401812282, 4.282165790821336, 4.210574040465353, 3.2324967901436317, 4.760306835737245, 1.627446210964887, 5.118198243995987, 2.3436094695359646, 4.937027340890973, 10.140791462504708, 6.356893940731243, 0.7206784659660765, 3.223777583364688, 11.90621461078302, 4.218852226329255, 5.594552756165502, 1.8285580766241865, 1.454181694940896, 5.9962977534717865, 2.508172750567112, 8.821422119286598, 5.105571345188819, 1.1232433518620997, 2.170333370316856, 4.908116428188407, 5.441084424427666, 2.8972572709728532, 2.4351453851054217, 6.278078417018854, 4.2615690793487015, 1.907929620727326, 4.166893425343264, 4.180943319115362, 2.392489982514322, 2.7980624936813077, 6.786793842406665, 4.702663879167888, 2.2803876414896593, 2.2782963698273835, 8.775291513470208, 0.7570672565334056, 4.380793296976006, 5.097625013371277, 3.4700230089364785, 2.134490884280862, 3.6492079754664704, 4.9370937164948465, 1.8768073840618602, 5.114575374664614, 3.42928087882832, 0.6344670388070467",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6.824329019285197e-100, 2.96451195084751, 3.949171885477466e-47, 1.571248830478853e-23, 1.2377476796606462e-10, 2.990052797911451e-144, 0.0, 0.0, 0.0, 0.0, 1.5350196932501006e-108, 0.04855786464860751, 4.7104759600066424e-42, 1.4012950439877296e-228, 8.521284957646067e-267, 1.6669506890182721e-59, 100.0, 1.5646910311804268e-08, 3.9098419639164323e-28, 2.996052344421252e-194, 0.0, 3.098263542172711e-239, 3.622077972950219e-47, 0.1298544438614405, 1.4276291953814912e-102, 1.1087345110158178e-195, 1.2757568607776258e-28, 4.501609743449611e-08, 12.902073946917653, 1.1976163902855921e-89, 0.0, 4.472172144819809e-229, 1.6650580484011738e-42, 0.019010775275905105, 6.656253604686202e-109, 0.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.369501324283331e-258, 1.4162161529700357e-194, 6.00835121212864e-140, 3.336638661926256e-94, 2.425443395808416e-57, 2.3078161535637073e-29, 2.8743481714923754e-10, 4.686036176350424, 100.0, 2.7933313928154597e-06, 1.0213463087797522e-22, 4.888230588897241e-48, 3.062375519128019e-82, 1.2612383432934223e-85, 1.003566759333203e-50, 1.045257926824906e-24, 1.4250456303858939e-07, 25.430925821833434, 5.940509170637824, 1.8164074289435678e-09, 7.26994235922823e-28, 3.808699990223756e-55, 2.611864612920474e-91, 2.3445130645936185e-136, 2.7547535550159675e-190, 4.2368291016849843e-253, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.43465043e-316, 3.2379784680538375e-245, 1.8459311910267004e-183, 1.3774795474139422e-130, 1.3454975444520708e-86, 1.7203181012484075e-51, 2.8791394998590726e-25, 6.307318409068808e-08, 18.08651542403603, 6.788802112884171, 3.335488866413319e-09, 2.1451315991809984e-27, 1.8058284241148044e-54, 1.9898811048236793e-90, 2.870158435698066e-135, 5.418919667796205e-189, 1.3392068256633202e-251, 0.0, 0.0, 1.032597e-318, 9.934441238190067e-248, 1.2510275688147278e-185, 2.0621412731612173e-132, 4.449365142933746e-88, 1.2566252470419103e-52, 4.645597860146084e-26, 2.24804781509763e-08, 14.239592949300087, 11.806405752189002, 1.2813445724155305e-08, 1.8202970359561422e-26, 2.4500443125567744e-24, 1.3666556705461185e-07, 9.978663447535832, 0.9537043032463435, 1.1931174797818492e-10, 1.9538030075500464e-29, 4.187997738038885e-57, 1.1750604317195257e-93, 4.315608755192602e-139, 2.0746843354446416e-193, 1.3055397203492606e-256, 0.0, 0.0, 0.0, 0.0, 0.0, 4.7924e-320, 5.251903026131744e-249, 7.567487051134245e-187, 1.427298383072715e-133, 3.5237570708390685e-89, 1.1387417566603612e-53, 4.8169554661699776e-27, 2.667154142106436e-09, 1.9330883300281356, 1.8339326473421318, 2.277420176223615e-09, 3.701954231674441e-27, 7.87674934810641e-54, 2.1937700621247004e-89, 7.997666394420808e-134, 3.816485026272567e-187, 2.383921444466975e-249, 1.3888764884188196e-219, 2.085773416589563e-161, 4.1001404082506603e-112, 1.0550145029333535e-71, 3.5534174401251678e-40, 1.5666144517716698e-17, 0.0009040784696356852, 68.29331973522038, 0.006752715006392021, 8.739905100435194e-16, 1.1957796923292994e-18, 0.0002226420063623785, 54.261418102498496, 0.017310247269045186, 7.228422062602092e-15, 3.9510437003290216e-36, 2.8268857906756886e-66, 2.647480632772065e-105, 3.245528446054762e-153, 5.2079421011197695e-210, 1.0938933294404753e-275, 0.0, 0.0, 0.0, 3.1612238686967307e-280, 5.541031439917066e-214, 1.271317647442012e-156, 3.818085381504185e-108, 1.5009467878333669e-68, 7.723480505314233e-38, 5.202222377630313e-16, 0.00458662116051668, 52.93280724790552, 0.0007996226419349793, 1.5811509677759344e-17, 4.0925094664372566e-40, 1.3865455660129869e-71, 6.149031237648345e-112, 3.5694997140600275e-161, 2.7122898763181223e-219, 2.697695662456147e-286, 0.0",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.3131148634448764e-189, 2.772881152431832e-26, 1.7956404381442791e-09, 3.565882934354004e-139, 0.0, 0.0, 3.772044447383213e-144, 2.58593249081568e-10, 5.436471892570577e-23, 3.504908575189965e-182, 1.6571111806581413e-286, 1.5386687991102015e-69, 43.81251963254304, 3.825699862587592e-75, 8.837722274350582e-274, 4.788942278639207e-63, 79.578992791199, 4.0552427499829413e-81, 7.55767459441383e-170, 2.4009314610370493e-19, 2.3390037547573906e-15, 6.987819177004883e-158, 4.7529285467422854e-54, 20.3994250949264, 2.6849373335610315e-91, 0.0, 0.0, 0.0, 7.526109939436381e-90, 11.699432500090635, 5.577230798252784e-56, 2.4285565763814448e-88, 6.157497086692759, 4.7876212673064176e-58, 8.821247531758493e-79, 100.0, 3.4763986604200952e-65, 3.706113629239379e-278","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.448103290753542e-305, 1.2405286727830576e-235, 2.7045562713955807e-175, 7.718152160164382e-124, 2.883093652114045e-81, 1.4097180574779885e-47, 9.022645098094958e-23, 7.558986788710534e-07, 8.289367555397655, 0.11898913484001433, 2.2357400979656107e-12, 5.49874302799217e-32, 1.7702460416667754e-60, 7.45988167296512e-98, 4.11489108873917e-144, 2.971069768869654e-199, 2.807989341501847e-263, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.634621214827429e-272, 1.4453217289727612e-206, 3.166750679895473e-150, 9.082205248048303e-103, 3.409548333200881e-64, 1.6754462107231598e-34, 1.0776859654959364e-13, 0.09073650853318695, 100.0, 0.00014426003568871043, 2.72408195809591e-19, 6.7332137810181414e-43, 2.1784757840304089e-75, 9.225951536861136e-117, 5.114435436090841e-167, 3.711182668238049e-226, 3.52496704677135e-294, 0.0, 1.01811927996e-312, 1.289584882956141e-242, 2.1381063563221612e-181, 4.640200803884333e-129, 1.318172796036114e-85, 4.9015790765052197e-51, 2.3857656510071296e-25, 1.520014213140739e-08, 1.2676390681363534, 0.13837947588210628, 1.977314934052585e-11, 3.6983508669886114e-30, 9.05458342357641e-58, 2.901729582358236e-94, 1.2172323876119577e-139, 6.683718660173308e-194, 4.8038664060578824e-257, 8.449920720363678e-247, 6.122082809615531e-185, 5.805957660188775e-132, 7.207366857537813e-88, 1.1711364326204094e-52, 2.490958281213477e-26, 6.9351125827144275e-09, 2.5273691301761643, 1.2056241444770532, 7.528063889850564e-10, 6.152941059963819e-28, 6.582794731214e-55, 9.218621203978687e-91, 1.6898561105681835e-135, 4.054726656110513e-189, 6.983754650078964e-220, 8.544396174566123e-162, 1.3683647550021255e-112, 2.868471117779446e-72, 7.870950524631726e-41, 2.827040191869147e-18, 0.00013291221097461774, 8.179483512890554, 0.0006588931301469127, 6.947557932143216e-17, 9.589091736471459e-39, 1.7324107473418057e-69, 4.096871708065122e-109, 1.268183092253245e-157, 4.291032397410225e-194, 1.1369124814102434e-139, 3.942941870438377e-94, 1.7899537676128997e-57, 1.0636318960556075e-29, 8.273113647923056e-11, 0.8423153737089205, 11.225574171006494, 1.9582606600040295e-07, 4.471575152400582e-24, 1.3365298672141993e-49, 5.229075370285486e-84, 2.6779300846061574e-127, 1.7951538139716303e-179, 1.5751872839922844e-240, 1.80921769861924e-310, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.2328691456756422e-282, 6.178969982883183e-216, 2.238190239826425e-158, 1.0612214239289852e-109, 6.586324431773124e-70, 5.3506720023634286e-39, 5.689860758634711e-17, 0.0007919961071022079, 14.430206783078109, 0.0003441518919434078, 1.0743749343800233e-17, 4.390254258892653e-40, 2.3482891823467015e-71, 1.644150547203269e-111, 1.506818012776801e-160, 2.8598993563402504e-116, 2.7581944900338595e-75, 3.4819868157561346e-43, 5.753835712085624e-20, 1.2445601519595518e-05, 3.5237283883786032, 0.001305921458387516, 6.33519212559625e-16, 4.022820192981422e-37, 3.343717298574112e-67, 3.6379487936030807e-106, 5.180977562917078e-154, 2.1526816943194097e-113, 7.814665234973831e-73, 3.7133769591205905e-41, 2.3097011870288007e-18, 0.00018804883879072626, 20.040733536976642, 0.00279566204663928, 5.10485989011e-16, 1.2201439819383302e-37, 3.817389168415396e-68, 1.5633272240034805e-107, 8.380336240748726e-156, 5.880321840317819e-213, 5.400933725331688e-279",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.1498753483115466e-167, 5.808008584890028e-19, 3.284132831870428e-17, 1.0614675039263864e-48, 0.0019155531219417802, 1.0600864425194708e-104, 0.0, 0.0, 0.0, 1.219922634e-314, 1.9945099151920954e-83, 100.0, 1.5375302681004797e-60, 7.249486116018473e-269, 2.6346631352491787e-169, 1.2242383423985876e-19, 1.7444835783040752e-16, 1.3442283202601675, 1.9976262862821536e-89, 0.0, 5.406384634978499e-299, 8.27828642853573e-76, 38.87170055127555, 5.597398342672633e-69, 1.0612685232189747e-189, 5.130571898227875e-27, 7.606185260179719e-11, 3.4580291296952627e-141, 0.0, 0.0, 2.64053641255527e-124, 8.738204699465344e-06, 8.867748685109383e-34, 5.1283984643233146e-197, 8.387394764551709e-30, 4.206612760227245e-09, 6.469908126804808e-135","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.975663011701708e-280, 9.103752047864801e-214, 1.360198040015521e-156, 2.6601857824750342e-108, 6.810043571188e-69, 2.2820014307628951e-38, 1.0009445826958042e-16, 0.0005746881653541139, 4.318993727113987, 4.2487481851341896e-05, 5.471010019421908e-19, 9.221511823503207e-42, 2.0345334942358945e-73, 8.421406994612915e-83, 2.329381377924693e-49, 8.433826082075552e-25, 3.997024239467987e-09, 0.024795737055357196, 0.00020134709208257515, 2.140138109316037e-15, 2.977599881806247e-35, 5.4227424181247034e-64, 1.2927058445050225e-101, 4.033746003042705e-148, 1.6475760988690318e-203, 8.808673591416434e-268, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.081327596541892e-268, 4.313193731079669e-203, 3.013306683635474e-147, 2.7555977468406237e-100, 3.298499507971039e-62, 5.1682693922900126e-33, 1.0599905138519392e-12, 0.2845685697072773, 100.0, 4.599823689385694e-05, 2.769558147577644e-20, 2.1827696494189917e-44, 2.251818806023995e-77, 3.0407946590786076e-119, 5.374881111208121e-170, 1.2435943710800895e-229, 3.7663159501916484e-298, 0.0, 8.710512403274929e-273, 1.1844780809075113e-207, 2.108329427167629e-151, 4.912222497645736e-104, 1.4981169107338875e-65, 5.9805551571794175e-36, 3.125110737966503e-15, 0.002137555695428158, 1.9138045592797077, 2.24287901523814e-06, 3.440663716497488e-21, 1.1788852272386398e-28, 9.873938738458153e-12, 0.0010825238597269833, 0.00015535050611284207, 2.9182064550019435e-14, 7.175422882877e-33, 2.3094424001241597e-60, 9.72959840541891e-97, 5.365507929861644e-142, 3.873066140350816e-196, 3.659545339852696e-259, 0.0, 0.0, 0.0, 0.0, 9.825963340133348e-301, 5.312631562981945e-232, 3.759865903974488e-172, 3.4830773026206884e-121, 4.223592106971411e-79, 6.703921577172342e-46, 1.3928488185686264e-21, 3.787975263704336e-06, 13.484609917307946, 0.0628344387680009, 3.83252672753526e-13, 3.0598542723039046e-33, 3.197749161966452e-62, 4.3743763353946517e-100, 7.832781148624609e-147, 1.8358785196032005e-202, 2.1598815609373322e-206, 2.2161620712315544e-150, 2.9764682229817397e-103, 5.232739735679047e-65, 1.2041626994417968e-35, 3.627182083660163e-15, 0.0014301503497137324, 0.7381118662968605, 4.986442664135628e-07, 4.409482504898979e-22, 5.1040223758968086e-46, 7.733314405645069e-79, 1.5337229510835684e-120, 3.9815879890134885e-171, 1.3529877687681968e-230, 6.018102429006342e-299, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1460477271507924e-279, 1.6789433344496982e-213, 3.219567711285321e-156, 8.081412556179764e-108, 2.655248567032256e-68, 1.141961016410445e-37, 6.428735593900973e-16, 0.004737268932431461, 45.69395045634428, 0.0005769226148416801, 9.534646815429959e-18, 2.0626229616469815e-40, 5.840678165460383e-72, 2.164885317467751e-112, 1.0503516071193828e-161, 2.094796241990602e-187, 2.8795738604409384e-134, 5.1813486348972495e-90, 1.2203532574076067e-54, 3.7623264038717005e-28, 1.518292800241307e-10, 0.08020154806947156, 0.05545467013603651, 5.0190515680847945e-11, 5.946115568467988e-29, 9.220897414987979e-56, 1.8717213380197464e-91, 4.973216306370896e-136",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.271523884330209e-289, 1.42698467216749e-70, 89.88182413713025, 2.9570415365619553e-18, 7.0426954698756565e-15, 7.699827492865052e-158, 3.7763246329273908e-93, 32.31182164321767, 1.2507122470259721e-51, 1.846734811982605e-250, 2.231754918265623e-108, 0.08442216417842346, 100.0, 7.655499770303617e-73, 1.1845877825609986e-13, 1.1299768537835482e-07, 3.955364268390645e-19, 2.85030040417508e-24, 0.0031873630611809465, 3.69583821431336e-114, 8.894156649427964e-113, 0.0015437091889859296, 5.678326231674968e-40, 0.7327419110220588, 61.65965871683541, 2.397963838257967e-44, 76.74242639006727, 1.0781964411695326e-82, 8.402928983802036, 36.97921583763147, 3.319088764269032e-17, 0.3498166763308416, 5.676220792089879e-44, 1.2487759268051816e-231, 7.698495025162381e-110, 0.004954063629230125, 4.164490400011347e-10, 2.059887559939454e-21, 37.596455289970734, 2.0384999954381145e-17","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.8263478687894625e-262, 2.2583680443122126e-198, 2.3620654384871485e-143, 3.2338303266426893e-97, 5.795229417033059e-60, 1.3594152452851936e-31, 4.174089321564844e-12, 0.16776460618070144, 8.963557057596914, 7.494381663340729e-05, 5.46181438513355e-17, 1.323384850945647e-36, 3.642418511866867e-15, 0.014248345414152966, 75.90722628870124, 0.000548645833910855, 5.3497765848247415e-18, 6.993621622745538e-41, 1.2185797283235449e-72, 2.816172325191185e-113, 8.599115163079405e-163, 3.459412310133507e-221, 1.4764476468536407e-192, 2.788182924715695e-138, 7.027642483643408e-93, 2.371387799512167e-56, 1.073819396299231e-28, 6.533737158137112e-10, 5.3417828227224735, 58.60372823000478, 8.606721112762898e-07, 1.6869394519710553e-23, 4.398354686162727e-49, 1.52070239901767e-83, 6.952566685001243e-127, 4.193423555534958e-179, 3.3303281753505803e-240, 7.729547609152315e-298, 2.2356263596075715e-229, 8.47230329929588e-170, 4.212040872002745e-119, 2.754558176295566e-77, 2.383706716461384e-44, 2.763796575639664e-20, 4.39866561429015e-05, 100.0, 0.34037179975274595, 4.2052128962228496e-07, 8.344501330361604, 0.22016353648785608, 7.713017783243825e-12, 3.582068687736537e-31, 2.201550633871187e-59, 1.7876191978037825e-96, 9.087863829132886e-82, 6.699299665947714e-48, 6.464353498122375e-23, 8.164862766280593e-07, 13.499648637956124, 22.338735072759626, 0.0010858504735689078, 8.699785341233598e-09, 2.0414017271186964, 0.7707029568070718, 4.437508763426872e-10, 3.637476307488321e-28, 4.056362599069994e-55, 2.7199887212018304e-74, 4.8577609264944114e-43, 1.1493724550245601e-20, 3.602594825773056e-07, 0.8573716283147929, 20.731911645637453, 7.7511712124917e-07, 4.150724373796297e-23, 3.043704229917597e-48, 2.981870151914834e-82, 3.8578081440083767e-125, 6.55759693471904e-177, 4.743917839782789e-211, 2.7411862706871193e-154, 2.0967891959975314e-106, 2.1505086351759462e-67, 3.031059013612741e-37, 6.110760453452457e-16, 0.0018454953944900669, 8.548383454599099, 5.9538194391298575e-05, 5.957722143214335e-19, 8.218481016143988e-42, 1.1529289661840863e-62, 1.9353594072780556e-33, 4.3729648592619165e-13, 0.13506397700295406, 58.07376473505189, 0.001199831745890929, 7.241967780015811, 10.80791319711484, 0.014408977721498871, 3.595687349719362e-14, 1.4445269003291636e-34, 8.364845633986755e-52, 7.678283803752622e-27, 1.0245768838923756e-10, 0.033173049630865134, 52.15620377997381, 0.00016472069895426004, 9.238669293998597e-19, 7.967697602892364e-42, 9.60405271751806e-74, 2.876014737135545e-58, 9.818892365410102e-31, 4.38795323895359e-12, 0.025667855250737774, 0.19656903320533348, 20.715237420776543, 0.0315983702439923, 4.867464661902762, 0.04698222205864508, 8.229735542831304e-13, 2.3282616775194486e-32, 8.148164766673188e-27, 3.4985180930647596e-09, 1.98089188635749, 1.4822261498202762, 3.9973392352579586, 0.9468791031380763, 0.09954137854999169, 1.4994610972709878e-11, 3.1372188980981087e-30, 8.892481653244615e-58, 3.361123704601004e-94, 1.678976003056252e-139, 1.1031793617354753e-193, 9.511202171198367e-257, 2.1380952343349738e-262, 1.345657483863423e-198, 1.1132361100301795e-143, 1.2137744800163493e-97, 1.75146307205803e-60, 3.3660676739907e-32, 8.69375929798043e-13, 0.030526095304534453, 1.4756941027071186, 12.957434212977937, 0.026923727775002883, 1.6035152477819394e-13, 1.5841312256379305e-33, 2.1250690940907283e-62, 6.302342441033996e-43, 1.175060487671531e-19, 3.1679510640300294e-05, 12.52605899044393, 32.86207075824851, 3.3923748001502023, 6.244721442483409, 6.009454454971482, 8.68347462808029e-05, 2.722136710985088e-18",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.6448058400466716e-184, 1.4161071829679217e-24, 100.0, 1.825340985304264e-79, 2.5972667927416473e-24, 2.620964371003147e-11, 8.110829170552304e-145, 2.952742529705032e-128, 7.362639393910676e-06, 5.6299049658511075e-30, 0.0008059343769968095, 1.350505204027693e-26, 4.218607768166137e-17, 0.000913560050151249, 4.591773775280576e-22, 1.5000502684011871e-177, 2.400578116397976e-40, 0.0006110467708379357, 1.7339094922168724e-11, 16.618136113185095, 14.882944532778572, 2.7661153822999776, 4.020593877528712e-15, 1.2486144779646987e-20, 0.39357120967693376, 7.854485213117836e-11, 2.623702418553174e-26, 0.21306572489119255, 2.4989051131868885, 1.680780220962147e-90, 1.2797222362165518e-07, 6.533692203832701e-17, 81.33473735887421, 20.691407651737677, 38.2802916303826, 14.585289587144734, 3.450743254999153e-16, 0.11936270287524423, 54.57941294336863, 1.3136487175379714, 3.475978640376996e-05","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.976780584065258e-285, 3.40257010738259e-218, 2.5355661847770714e-160, 2.473266524770728e-111, 3.1578753766920833e-71, 5.277729816858518e-40, 1.1545890105502203e-17, 0.0003306250725979435, 12.392880148296957, 4.998736208859293, 2.497183315028725, 1.633133021286213e-09, 1.3980438553296306e-27, 1.5665639532179314e-54, 2.2977541679015268e-90, 4.4312030626489134e-119, 1.911527097897973e-77, 1.0793625981336043e-44, 7.977785773473832e-21, 7.718367880344075e-06, 9.774547876560867, 0.01620302048564299, 3.515793697303953e-14, 9.985708513093896e-35, 3.7124660034872265e-64, 1.806650665015094e-102, 1.150837445678024e-149, 9.59581536069744e-206, 1.5830318312086788e-241, 3.3021163872266054e-180, 9.016193101678754e-128, 3.222419907163782e-84, 1.5075410905235797e-49, 9.231755295515788e-24, 7.39992825755733e-07, 77.64237893826392, 10.663462772907051, 1.917016186655183e-09, 4.5110890679571815e-28, 1.3267499799592215e-19, 3.329208656484586e-05, 10.935056716120231, 0.0047014212594184285, 1.183353656259959, 56.98269786854199, 3.591695882053907e-06, 2.9633585746310034e-22, 3.2003461446840684e-47, 4.699313559893518e-81, 2.0984093038269886e-48, 3.2906791268402425e-23, 6.754745162658307e-07, 18.149325966815667, 0.638322468851042, 2.7599049885788076e-08, 1.842639495681965, 13.575605827844594, 0.006769099868560124, 4.471141869839264e-15, 3.865752803226235e-36, 4.3749974871687895e-66, 6.4811136272963315e-105, 1.2567519348642117e-152, 9.977572560635642e-192, 8.365231481683158e-138, 9.180347714816999e-93, 1.3187679918784423e-56, 2.4797378092010685e-29, 6.10339151038425e-11, 0.19663679812500423, 0.8292518666359742, 4.577582929547263e-09, 3.3076083779860045e-26, 4.094912728765073e-49, 6.042948569359673e-24, 1.1681891249769337e-07, 2.956007414726385, 0.0979189918924345, 31.375440799962277, 0.13955237616581798, 8.124801034895787e-13, 1.8148123852439182e-18, 7.329783159477484e-05, 3.8750616704393734, 0.05072739626686543, 76.01605634166565, 0.0001501873257052691, 1.7467937621979668, 2.877308896503006, 5.897895031202103e-06, 1.5901042745043942e-20, 3.0811695461484514e-14, 0.006646777256793495, 1.8768724214989234, 6.937236171190136e-07, 3.3563427614177775e-22, 2.1255642231736476e-46, 9.192436489105477e-33, 2.0703853248881412e-13, 0.0061037933623575066, 0.23569567773747876, 100.0, 0.08771612194833292, 7.387046054749498e-13, 0.020691771106762503, 0.8784330937577082, 4.881438379455804e-08, 3.550708609330335e-24, 2.625527217173283e-28, 2.3435929340110885e-10, 0.27382678942036287, 0.41889683763435337, 42.87286046195125, 41.31102953854838, 0.006269960788585442, 2.657108471986879, 1.4943993884000881e-06, 1.100150694933797e-21, 1.0601462291984807e-45, 1.337234176956529e-78, 1.670406595591557e-101, 1.6110665239404193e-63, 2.033915239436966e-34, 3.361091428593903e-14, 0.007270360093041566, 2.222383343242528, 0.105148086874853, 8.832813996614455e-11, 1.5055222996263644e-19, 1.840034093810836e-05, 2.9436938948409193, 0.5575115950605418, 3.9583286457941123, 4.930067824541249e-08, 8.509849504911898e-11, 0.09439145055132064, 0.1370476332112984, 2.604584907120762e-10, 2.4937245658038892e-05, 1.539074963160369, 0.3059925961367279, 8.176729587366771e-10, 7.465634984024052e-14, 0.003975120917421259, 0.27705247526875587, 2.5275620422223076e-08, 3.018350806286796e-24, 4.820271526415465e-33, 1.7308518653935977e-13, 0.00813535291181973, 0.501452411539431, 28.00772662545534, 0.0012594303824391387, 6.818189585002863, 1.9424678849156, 0.7427854428086512, 6.215508217429129, 9.12147147558139e-08, 2.5926535530894638e-09, 0.3786724514940324, 0.07965288259101555, 24.559960016776124, 7.149600361466442, 1.8104785873768823, 3.5942473370793233e-06",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 4.9319536663165974e-92, 3.050348648585766, 100.0, 6.101276519962758e-68, 2.42376016267659e-06, 1.023550354277271e-14, 79.67209611830157, 2.83459228831763e-19, 18.01437560321525, 19.030415924017667, 1.3365174980080072e-15, 2.4193755768674805, 0.0800874533591518, 1.3222454859666548, 43.08503101945664, 6.4544236368151955, 13.701276230121692, 0.5138896431570016, 23.1021986506087, 16.359636010345827, 2.4239723898940954e-07, 4.835023481381662, 0.640324455157257, 12.768108983227865, 9.730430308039976, 0.10863320810521543, 3.3061706298908478, 14.481402725172387, 9.153798977147284, 0.5148601661487044, 18.76796834842074, 0.5916605003715942, 9.129720725072826, 3.035253108604845, 5.6059873616493965, 12.829831632736127, 8.619788643420305, 2.9284457473581327, 12.014162243122, 12.974852967212492, 3.506619571640126, 9.739290472529259, 20.329145303337352, 19.80862061921757, 4.176433907193747, 0.15186875834261623","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.342501066404385e-271, 5.597961438447322e-206, 7.677914767927674e-150, 1.3784301705286378e-102, 3.239323733274973e-64, 9.964420239547577e-35, 4.012161452522031e-14, 0.0212055485555274, 100.0, 0.1608265060524435, 1.6708170115911114e-05, 15.841234779513169, 2.9533961809478018, 2.6796726300125293e-09, 3.1939079049738524e-27, 4.9830262166730287e-54, 1.0176350500942671e-89, 4.4371246455001875e-62, 3.35037718615842e-33, 3.31141701422175e-13, 0.04284125838424558, 9.272634254141597, 7.683165582205801, 3.352868664005879e-07, 2.0811580245299612e-23, 1.5536252574293e-15, 0.006460453974025028, 36.32586154462361, 13.388035491378778, 11.700037067121066, 2.832684955015337, 7.830319591388076e-09, 2.8332797404909626e-26, 2.8361256525239187e-28, 3.638879513654557e-10, 0.6111400283329813, 7.338884916223597, 0.012172307285258616, 6.401373459330794e-08, 0.9269270411070013, 18.632092661453793, 7.910448230642092, 8.516893662993539, 8.178475637174422e-05, 1.2314034692155797e-18, 7.818347279638937e-07, 2.1427313424739745, 9.300791759680038, 0.4900912621816391, 7.884235484441743e-05, 4.66032772299337, 18.23843846122715, 0.02260605723899372, 5.282674825583466e-14, 1.026385029391022e-05, 3.3040586387920747, 0.4192244629344038, 4.808840795245045, 1.0644631622616771, 2.0561227799222657, 19.178436595054908, 2.9340880235271327, 0.22645045930022412, 0.004603826307758715, 4.19901643658269, 3.5775400571974454, 0.08887543556357969, 8.65214147379611, 8.866254143156603, 8.925418890166528, 0.4458529899928556, 0.012051759969931157, 2.2864630385383324, 1.2778239401720812, 0.6620433100934778, 2.6974469124257197, 10.46751291678107, 1.846801443585021, 0.7371225917552363, 6.021702059053345, 3.5458305538018755, 2.0270658645701256, 5.919096067169736, 9.648668979202224, 0.002844454928890805, 0.00013644518083546364, 2.6583294167325566, 0.2968616966994847, 0.5432317584440364, 3.8606743430300856, 2.57337815778665, 1.5145266475021366, 0.5326652959635533, 3.0482608298600873, 4.385650760607971, 3.789348222214723, 5.634712455318776, 3.6644392213942396, 0.012204249687370921, 2.304014054573444, 3.695930083186779, 7.584364718767728, 4.337351683358879, 2.2807930482686434, 0.6582637765238653, 0.36606290215329, 2.416204306489165, 2.889806398792087, 2.0390942274805104, 1.830001773605865, 0.19505113367185856, 3.1341971342460253, 0.9758541733777728, 2.3029044858861374, 3.7291006875952255, 0.4702220846460489, 3.2357274857303775, 2.3611735979441284, 1.6466569633227977, 6.415837145099157, 2.4976443965400303, 0.11231993417042904, 1.2267666168841906, 1.225090883893163, 1.1777763255156253, 2.6430589188830473, 0.1925262854204099, 1.983775999488836, 0.7907427351281668, 0.38866102157512783, 2.143587607960388, 1.391433789047576, 1.6343014010462102, 0.8756921880413162, 5.035501861121575, 3.794540610530047, 3.0381493815140486, 0.7636873314704211, 1.7071258585815534, 1.5024959794606954, 3.6315738167344227, 2.9375254934818877, 0.08962518905737575, 1.7213802035453685, 1.0193386148591617, 1.4730011587382537, 2.3608185675340634, 0.5986825572342835, 2.023034128619148, 2.003908394587304, 1.3845851933366573, 0.7616638910497461, 0.6637564576006892, 0.9978564082177932, 1.374376045725091, 1.6102519666484487, 1.8046457116062355, 1.0833519721913427, 1.0361166088538776, 1.8821757943357467, 2.1790916123549753, 0.862930601561298, 1.5197727578983515, 1.9157590839751077, 0.5911760576025462, 1.3560814123292104, 0.23147052342239682, 0.5583048646396025, 0.23482906047757995, 0.6526148107692598, 0.5489995764888821, 0.8622537672807135, 1.23538525473707, 1.4685356836607988, 2.194705883895554, 1.2231457398409848, 0.33843561434220626, 1.5651645629743878, 2.658059274313201, 0.5500267611352586, 0.6952817520638156, 0.8656733562180638, 0.4668717059003467, 0.8935355499220896, 1.254662058358529, 0.4930790366835182, 0.004189603582121401",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.4100943734889801e-292, 6.506649786639963e-73, 9.207172226559116, 2.6025583212206217e-09, 3.868140567429533e-06, 5.890594697008805e-33, 2.750905167510109e-206, 3.898500151759309e-61, 100.0, 1.8825798558669487e-60, 11.983220979471493, 0.2786239210771132, 0.08366686370734193, 1.0266084407102914e-15, 8.204909471009893, 1.2045256686783726e-50, 74.5378816426642, 0.2144251668825447, 26.467085067621205, 8.430038928897929e-55, 0.34358684064192196, 0.10753782377866591, 6.519136599466304, 3.748048410118939, 4.694719846961131, 0.019257877540463382, 3.1943501778332205e-09, 27.591898977171976, 2.7775378133107307e-08, 58.58266695961616, 9.955494117035622e-09, 0.003026405524608776, 31.404054229612257, 1.7780218440389328e-08, 1.0113697332103622e-09, 0.10870416109483726, 14.756353589457605, 0.7199236329002873, 3.5466977119063205e-08, 3.5762723640538905, 13.064521350114394, 2.595618688962786, 2.4364785962424316","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.454839072233682e-253, 5.908265432802999e-191, 3.140748341241543e-137, 2.1854173134635725e-92, 1.990507044338474e-56, 2.3731279680383273e-29, 3.703451790975276e-11, 0.07565198590057658, 0.20228424993766783, 2.5164937726215903e-06, 1.3464307586406687, 0.0009432406107592915, 8.649461233804679e-16, 1.038206447240931e-36, 4.107904604081684e-38, 2.9678536444068247e-16, 0.0028066787766097205, 34.74329789012688, 0.0005629599100495143, 1.1940210864075066e-17, 3.314931996772179e-40, 1.2046623852064098e-71, 5.730389938527104e-112, 3.56805138727381e-161, 2.908078493375866e-219, 4.88242740548115e-193, 9.256587273460453e-139, 2.2971751247280794e-93, 7.462174639667746e-57, 3.172961568997944e-29, 1.7660065677854873e-10, 1.2866198106825784, 42.15763499756614, 0.17026637485186563, 1.2696623215178778e-12, 1.2392988984882622e-32, 1.583423388548935e-61, 1.397522672181442e-36, 1.3855866128309888e-15, 0.0017981942074522816, 3.0546932782481595, 6.792454273271923e-06, 1.9770330836729085e-20, 5.747483110146031e-15, 0.017532299579200272, 100.0, 5.730246932995641, 2.2782893609487187e-09, 0.0015546359516869924, 33.57226571800738, 22.201467877939997, 0.1825879044374715, 1.965662635737225e-12, 2.973793943656669e-10, 0.1273015802216798, 0.9733651654802417, 45.74006243962312, 3.035981582065244e-06, 2.637725581269657e-22, 2.999771600066962e-47, 4.2528325230110795e-62, 4.185467246766092e-33, 5.39184891339811e-13, 0.09092004977720737, 23.701862931931515, 1.331493831926889, 1.4122263250995275e-09, 0.007614474719544125, 3.0624650283133077, 6.919654628632858, 0.05760917951404321, 2.2240694807916376e-08, 1.9885837411737366, 0.3012298084107612, 8.487455613720659e-11, 4.064108881515957e-29, 2.866738798850584e-56, 7.179485828480336e-44, 1.0651028581002571e-20, 2.0683205969327674e-06, 0.5257415034949351, 0.00017492616219638878, 1.3214203360375048e-16, 0.0006445107552394977, 9.716909826352902, 0.002069788272068053, 0.0007510366740835953, 1.0892055382025168e-05, 13.532769810504487, 0.1464512495730914, 15.883558763161195, 0.2426619149485385, 1.106593582712853, 0.297955983028908, 3.0093298679005337e-09, 1.290288895594132, 21.162585988477282, 0.5460190651832711, 0.0199576881774393, 0.0006180008539600508, 17.615536272398796, 0.0035000087652532507, 4.894722007453004, 0.5097180827766348, 0.9182230847056099, 2.2211894693651324e-09, 0.005816446619640441, 20.06134388888267, 0.0014192272785658784, 7.399773311696461, 0.018156303249181653, 5.831288645239694e-14, 3.207044379480785e-29, 1.2385787059367613e-10, 0.662190220569297, 4.865612631534093, 1.1187563425705471, 27.942603078699285, 14.369309624888379, 0.006357251384510333, 4.4004772867135085, 4.073944529536724e-06, 1.4055066737192904e-10, 0.438870927966458, 1.7937784946312745, 3.214613883553981e-07, 2.190553152042165, 0.6729500135755723, 1.1477568033533792, 17.34537110336274, 2.159449096129247, 0.004932620682448921, 8.556005798663206, 0.00037415543451884347, 4.576747374938304e-06, 6.81065196959482, 0.04250523461620621, 7.765775624471608e-08, 4.673376651732432e-05, 1.447015732631313, 0.0008895040005798664, 2.588908985545297e-07, 2.546341070313081, 0.032782681551977166, 0.0012497252508614476, 6.510735829776169, 0.1218500811758673, 0.43114669027870195, 0.6405978073473703, 0.7880673775177433, 0.1015735584992158, 0.06166757351576635, 5.643625427910471, 0.1276245606726514, 5.4650476615740096e-12, 4.5477955416037956e-10, 0.20397300619141023, 0.7839172661730209, 0.2607873331454246, 1.3403650108163637e-10, 1.0988124019064389e-17, 0.0001500730714687506, 2.6829346385452912, 1.3177632480893717, 1.6577722634505692, 0.4940730696248322, 0.13018448874336147, 6.076573941374809e-08, 0.6838562783901575, 3.7701971180948117, 0.46126952064037474",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5701785600697715e-97, 0.5941355964924618, 6.894165201258546e-51, 5.42925622689262e-109, 0.00873875570843095, 4.313387171648602e-43, 7.315744868724545e-19, 5.23988846427636e-16, 3.568210432005233e-11, 1.1968906213224068e-23, 1.23117007825872e-182, 1.9362743232629037e-42, 100.0, 2.1763631131908087e-90, 2.346504830042612e-39, 0.0001835692988409332, 28.774934280093234, 0.045344606471024694, 1.2259041922695663e-07, 7.094575354838601e-23, 7.695854563391745e-11, 1.9388749883798512e-51, 1.371781378524914, 4.424566840638573, 4.885332809660307e-06, 0.016196459712689282, 93.1509087718763, 3.884603474988386e-85, 8.785390600613615e-153, 3.738856952334332e-13, 1.5199665699079792e-09, 0.0004974646259995681, 1.3922081381009284e-18, 0.0027043709023688747, 14.56989315247372, 18.35421721876234, 2.427688028034119e-16, 0.027541311531786197, 1.525044172126676e-08, 1.5925045965877052, 1.9781172210357394, 0.0025668904088338475, 9.313279690036485e-08, 24.989335077592532","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.147817895354221e-293, 1.3918550500484175e-225, 3.547665289379364e-167, 1.1836392752249152e-117, 5.169210230547583e-77, 2.9549975301825173e-45, 2.2111497112180417e-22, 2.165744768854894e-08, 0.002776671475782945, 4.659827316296501e-07, 1.0236305674313618e-19, 2.9433693879952726e-41, 1.1078332368159565e-71, 5.4579821574679446e-111, 3.519799553713099e-159, 3.0355811016844968e-136, 1.3333222952231047e-91, 7.665783354406363e-56, 5.769073082968381e-29, 5.6830782942042794e-11, 0.07328065408292073, 0.12368673747537462, 2.732656418041362e-10, 7.902691454122349e-28, 2.991528336038615e-54, 1.4823109436738557e-89, 1.0663319750572373e-65, 5.4556572633019456e-36, 3.653674257982299e-15, 0.0032028800241938543, 3.6751884718219774, 5.52009636784467e-06, 1.085280007633147e-20, 2.7929621180516147e-44, 2.985665813794126e-55, 3.141437369019381e-28, 4.326569804647486e-10, 0.7799865676244201, 1.8405966682054833, 5.685363522054592e-09, 2.2987193154822666e-26, 1.216583020207475e-52, 8.428021903840345e-88, 7.642538932594949e-132, 9.071471974228729e-185, 3.2575506757198365e-170, 1.9864341206070647e-119, 1.5855693847522498e-77, 1.6566258583025233e-44, 2.265644283241346e-20, 4.055997799095024e-05, 100.0, 32.78424585073989, 2.7867647804568174e-07, 3.128519574986095e-24, 4.597347813921053e-50, 8.843087999657562e-85, 2.2265304102817032e-128, 1.7076896109761182e-122, 1.5173553504929416e-80, 1.7647929645843456e-47, 2.6867566121958324e-23, 5.354155598863011e-08, 0.13966312308086107, 0.000476870667513006, 2.131314645468871e-15, 9.616098538088874e-28, 3.0236786300117715e-10, 0.12445159327259525, 0.06704916761487581, 4.728402296418014e-11, 2.728489943354736e-23, 4.375628037252185e-07, 9.185170651775113, 0.2523841991231173, 9.077477755341372e-12, 8.216383056287371e-16, 0.0006666472313897013, 0.7080103077903669, 9.842630474553437e-07, 1.791063072184243e-21, 6.366605810799562e-15, 0.015642808661441236, 50.30945402929142, 0.0002117934742915395, 1.1670881090810792e-18, 8.41826926952131e-42, 7.948223691843541e-74, 8.14217084626428e-76, 6.747689217282696e-44, 7.319780276802426e-21, 1.0393674926621394e-06, 0.19318274226022922, 4.6999759504195906e-05, 3.7785461141446654e-17, 7.289658583768676e-06, 0.450755491164546, 0.007968699094852053, 4.0738228941192743e-10, 0.7169121490412079, 1.6521740195037171, 4.983950683062896e-09, 6.353726652349227e-20, 4.737325399014951e-06, 0.46234497341223524, 5.906458586965862e-05, 1.5015765245758671e-13, 0.0022243401831469585, 16.630546505901105, 7.4443827940449445, 6.270875269455306e-08, 7.832786469847633e-25, 1.281975923939275e-50, 2.746471122600295e-85, 7.701908462871597e-129, 2.827156106090035e-181, 1.3925325773099017e-215, 5.364993406096337e-158, 2.7055846127282e-109, 1.7859987367841247e-69, 1.5432250834582747e-38, 1.7454423102198562e-16, 0.0025841030282578604, 50.17706998438758, 2.2467928933864667, 6.625789630200652e-08, 5.921410641819425e-06, 0.5763854796434741, 7.343937672373359e-05, 1.6604475430936416e-09, 0.03412566609053428, 14.512400726115926, 0.02780890563054251, 6.975641042585572e-14, 2.2904060468601295e-34, 9.766763847863813e-52, 2.1347474975744115e-26, 6.107598274879922e-10, 0.02287296886671526, 0.0011212507327254863, 0.009758508068542728, 0.033168168363074776, 0.3431522688568016, 3.7523389786112425e-07, 4.072794943800936e-06, 3.8452454821482394, 0.004752079804541739, 7.687258924922403e-15, 1.62774894480487e-35, 6.099105684529393e-29, 2.473443849027016e-11, 0.01322849186593592, 22.71003489201691, 0.0068515446303054695, 0.0004643170526386617, 0.00019035008590212002, 1.0214558959234778e-13, 5.252738667024456e-23, 3.04846868781015e-08, 0.023158255081150225, 2.303574448758401e-05, 0.07671992532079787, 0.01266504720779945, 0.015709644833345287, 3.947601611155765e-05, 20.411851191258872, 0.013815285797726003, 1.2294523796917212e-14, 0.00010971515302467712, 0.28661973868600393, 0.00017973526264370115, 0.5502713679513841, 0.6427332208333032, 0.9047865938969576, 1.6672134820411394e-09, 4.022250408180624e-27, 1.0189831703249643e-11, 0.14019864573767496, 2.52492641108533",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.3788503490970965e-189, 2.718052653263628e-26, 5.173866407287979e-10, 3.020175212325286e-140, 0.0, 3.1656169468072985e-280, 3.2129161360911744e-66, 100.0, 9.54465407863481e-78, 2.7937012948533702e-303, 4.7391616316580896e-96, 10.236921026614263, 6.781047208016403e-50, 9.742836354192873e-230, 1.7421936490319425e-42, 0.0955359941676024, 1.6065609673764782e-107, 3.504711838206795e-79, 30.321294692306783, 8.044568424068132e-66, 1.3161834876407509e-83, 25.81729804205713, 1.5529759196329915e-61, 2.8646939949989456e-270, 0.0, 4.432634643686689e-204, 8.082766861257042e-32, 4.519784733122497e-06, 8.10730730958819e-127, 3.9153419128835296e-07, 1.3178944327562442e-32, 1.6888026152963705e-60, 6.660618932526168, 8.055822063430472e-86, 8.186580263922752e-14, 8.56383770406891e-20, 2.439933702110023e-69, 78.84436207924546, 7.813090311927664e-75","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0547848233034165e-299, 3.7147942078699056e-231, 1.7125124848416695e-171, 1.0333818565383369e-120, 8.162365111315135e-79, 8.439161570918158e-46, 1.1421172351394232e-21, 2.023252884264994e-06, 4.691565136000813, 0.014240112871169252, 5.6576647877045137e-14, 2.942314500751361e-34, 2.0029452182488715e-63, 1.7847490094852994e-101, 2.0816769204401937e-148, 3.178173514176593e-204, 6.35140753864903e-269, 0.0, 0.0, 0.0, 0.0, 0.0, 1.2912849949022204e-279, 1.6646650621944422e-213, 2.809051647320678e-156, 6.2046984997305534e-108, 1.7939475486889737e-68, 6.789329686208059e-38, 3.363350706273883e-16, 0.0021809490028355033, 18.511728221812742, 0.00020567263867088368, 2.991122318627848e-18, 5.694032296748399e-41, 1.418841158297797e-72, 4.6278122296314614e-113, 1.9758127332564973e-162, 1.104190305185305e-220, 8.077373750606517e-288, 4.914003081541112e-282, 1.5694867334686708e-215, 6.561573120678209e-158, 3.590760143110633e-109, 2.57213002032592e-69, 2.4117236366991467e-38, 2.959990114377148e-16, 0.0047553346004590566, 100.0, 0.0027526248012091064, 9.917955066280468e-17, 4.677624477258651e-39, 2.8877305655872755e-70, 2.333544489930837e-110, 2.4683321509367236e-159, 3.417584128745926e-217, 8.709019660835793e-198, 8.51959125606959e-143, 1.09092864798855e-96, 1.8285297607673062e-59, 4.011768085393223e-31, 1.1521199696166383e-11, 0.4330995063266395, 21.31109535730914, 1.372625160259937e-06, 1.1572474631313513e-22, 1.277110921322607e-47, 1.8448416694474174e-81, 3.4883309350875797e-124, 8.633847203802247e-176, 6.8035967174893544e-158, 2.189796923463842e-109, 9.225655191931864e-70, 5.0876672077293854e-39, 3.6725546895247134e-17, 0.0003470131615742595, 4.291921022012696, 6.948412541668528e-05, 1.4724737746955652e-18, 4.0844881546549153e-41, 1.483050065811512e-72, 7.048587304213185e-113, 4.3850692212295486e-162, 5.3584380250240916e-123, 1.1420253880471488e-80, 3.1859679643590456e-47, 1.1634163147169124e-22, 5.561052485926058e-07, 3.4794206579991966, 0.02849607075662397, 3.054858668254386e-13, 4.2867224356515606e-33, 7.873860288945185e-62, 1.893120003312425e-99, 5.957947657897305e-146, 2.4543885817491104e-201, 1.3234820621629824e-265, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.7564599799175e-284, 1.919822802983115e-217, 1.284315205646299e-159, 1.1246313931389253e-110, 1.2890711222408731e-70, 1.9340676279071392e-39, 3.7983460735502183e-17, 0.0009764398748481508, 32.85674827498028, 0.001447210663596837, 8.343860346054937e-17, 6.296952226695517e-39, 6.22045094535734e-70, 8.043432840173795e-110, 1.4686904315608933e-101, 1.3451901259914532e-63, 1.6127430367359515e-34, 2.5308987964858832e-14, 0.005198912191986818, 1.3979070165312115, 4.920080248596271e-07, 2.2667007441685004e-22, 1.3669237435752573e-46, 1.079002588772015e-79, 1.1187101465091158e-121, 1.1462568625740528e-81, 4.492301954693949e-48, 2.304538833199389e-23, 1.5474877526335915e-07, 1.3601866550950161, 0.01564940744720308, 2.356814413730247e-13, 4.646018902216318e-33, 1.1988494778717194e-61, 4.049267276336538e-99, 5.220557068388679e-94, 2.0675489202706035e-57, 1.0718224269090481e-29, 7.273073644492683e-11, 0.6460129581312128, 7.5109102588095205, 1.1430678655649966e-07, 2.277086654083255e-24, 5.937658272951146e-50, 2.02665087164448e-84, 1.0663115991477543e-104, 6.044784260666786e-66, 4.4854454227012657e-36, 4.356707940487469e-15, 0.005539102694353047, 9.218250083781466, 2.008101470993823e-05, 5.725994437560676e-20, 2.137195684466837e-43, 1.0441568803957922e-75",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.546843286309011e-197, 1.6816502144244732e-29, 1.1491205334855245e-08, 1.2482831272517605e-31, 0.00016546844965017522, 1.5463073569808508e-38, 4.516702470336529e-219, 1.636384003099577e-173, 6.295591008290406e-20, 7.427580551332695e-13, 2.5865099980680524e-10, 1.7893960901501632e-23, 3.79628133328024e-183, 5.605046692835313e-38, 3.0422295793667938e-06, 1.902669164340616, 3.4937910603625227e-44, 1.4804302442943208e-81, 100.0, 2.3531958340274385e-08, 5.464661891711641e-29, 1.0822179437718436e-64, 24.06033515807386, 32.55657214343711, 1.4708211700679826e-81, 2.3056721047656534e-28, 5.821839292546484e-08, 0.5839968496760743, 6.133897232087806e-81, 7.337390864283503, 16.973812963377014, 1.305413377542296e-43, 3.02175318222509e-174, 7.462864820746396e-21, 5.6521248289000465e-14, 8.495242890374847e-32, 5.814374035184668e-06, 0.004496544258326483, 3.060423339963657e-47, 40.19218495636736","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6.173535606473536e-305, 8.223261177230678e-236, 1.433779312948919e-175, 3.2722662654688e-124, 9.775591825949525e-82, 3.822659217504005e-48, 1.9566637816727014e-23, 1.3109765651510434e-07, 1.1497455829645125, 0.013198867541449916, 1.9833515065133826e-13, 3.901133474007735e-33, 1.0044076874390126e-61, 1.8469751137708207e-54, 1.5387750114486824e-27, 1.6780979452584924e-09, 2.395452620645508, 4.475957606127344, 0.0005232272516981064, 4.668168184759479, 5.4517987940839136e-05, 8.334148667967801e-19, 1.6676724975266818e-41, 4.3680579277718745e-73, 1.4975940675863168e-113, 6.720907714506568e-163, 3.9481155289280866e-221, 3.0358469419483454e-288, 1.1010250745644362e-306, 3.8415218564399393e-237, 1.7544359042828148e-176, 1.0488172070979922e-124, 8.207108981716742e-82, 8.406373774934355e-48, 1.1270814222135136e-22, 1.9780168444178596e-06, 45.439419991651484, 1.3663553827503834, 5.378023109965993e-11, 2.7708291979534112e-30, 1.8686370771911047e-58, 8.89444463744461e-36, 1.522244656529911e-14, 0.03410186882285985, 100.0, 0.0003838397252439413, 1.928536837038328e-18, 1.268335233423664e-41, 1.0918633148023062e-73, 1.2303554327136656e-114, 1.814767559352316e-164, 1.8229803857020654e-178, 8.83751838513922e-127, 5.6079839747227505e-84, 4.658126697240776e-50, 5.064585752916349e-25, 7.207832079214013e-09, 0.13427448364671737, 0.0032742393294729576, 1.0450942299821158e-13, 7.69120076586326e-14, 0.021813634204151246, 16.597111679999475, 1.1759633560263654, 0.17911359373422597, 3.571416783991403e-11, 9.321388781510556e-30, 3.184555398398392e-57, 1.4241151075497472e-93, 8.33622596433453e-139, 3.1342530289701805e-109, 1.9457793885336612e-69, 1.5811797446858964e-38, 1.6818876639208687e-16, 0.0023417516091063465, 42.67885590192844, 0.0010181524469706504, 3.179369101458931e-17, 8.248459313746095e-22, 2.0944372728826815e-06, 6.961294045542122, 0.030285914974611926, 1.724723647630865e-13, 1.2856609009261731e-33, 1.2544733922314479e-62, 1.6022289376716856e-100, 5.914214050529164e-100, 1.8264631735990203e-62, 7.3833409067819e-34, 3.906872545163878e-14, 0.0027177543765948154, 0.5685907477278292, 1.1625297484648778e-05, 7.177891870736808e-12, 0.10493084626227592, 6.341879359801802, 1.7392190029075004e-06, 7.707727733415509e-22, 4.536656928739539e-46, 3.4983125970217564e-79, 3.5312843563850244e-121, 7.473858763401427e-99, 3.379950191314368e-61, 2.0008006203488343e-32, 1.5503345501673802e-12, 0.15724438171160712, 20.87627206148686, 3.6279296587950986e-06, 9.4848503684047e-22, 1.1866653237525207e-06, 15.793300674743326, 2.9796900897056373, 1.1604356080932265e-08, 6.443496437698104e-26, 4.685409498404716e-52, 4.45966893417563e-87, 5.7627343272458296e-59, 2.1805793741585914e-31, 1.0800486058395492e-12, 0.007002333655714789, 0.05942516551523185, 6.601253828634939e-10, 0.0012225597257749595, 8.886802867943413, 0.4466622279902367, 0.023688316181870794, 1.6571533419027215e-12, 1.5174671630888771e-31, 1.8188798271737928e-59, 2.853755817610305e-96, 5.8608109485752296e-142, 1.5755301363231164e-196, 7.98032317004042e-152, 2.8945226005617166e-104, 1.3742365978410705e-65, 8.540320611286551e-36, 6.947282172106867e-15, 0.007397480034425024, 10.310524629292672, 1.8810737612338716e-05, 4.492198995374175e-20, 1.4042364647210931e-43, 5.745788103222927e-76, 3.4620941921354013e-53, 3.2015648895472143e-27, 3.875963174298889e-10, 0.06268346504259528, 0.04872477831818875, 1.3580466037876067e-09, 0.10402137727579151, 3.9410645494414744, 1.1460957015220083, 2.796434616128264e-05, 8.983766095297542e-19, 3.7778128878055115e-41, 2.0794601352305181e-72, 3.2925036229282336e-46, 6.168878534389501e-22, 1.5129160743964678e-06, 4.965970424502212, 7.996569160153717",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0175248370219575e-207, 1.8747530399513016e-33, 1.0592681840312683e-05, 3.424444944432213e-23, 4.563172117632864e-182, 0.0, 0.0, 0.0, 1.5504307080923752e-150, 1.5723201484250764e-12, 4.8897784334154874e-21, 4.6633387539324716e-176, 0.0, 0.0, 2.0236996572913905e-303, 6.6832420731299365e-78, 67.68437852622746, 2.1020828034281485e-66, 3.7577900600677624e-224, 8.710990394343514e-41, 0.0006192444732427828, 100.0, 2.7305511699047113e-24, 1.5245771141141804e-183, 1.6111337108292924e-51, 1.3824693099362122, 69.32232815737467, 1.3792647421462433e-68, 8.415548529451949e-285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1593146934930148e-267, 5.348521646371846e-203, 3.22993865923582e-147, 2.5531885646363056e-100, 2.641797992964315e-62, 3.5780336484288366e-33, 6.343330421466388e-13, 0.14720357153867028, 44.71440535000813, 1.7778902440266658e-05, 0.9286760729177408, 100.0, 1.4094959847670215e-05, 2.600493576258277e-21, 6.2802340159659046e-46, 1.9852900576120362e-79, 8.214860779312094e-122, 4.449431723820868e-173, 3.154546877049639e-233, 2.9275041759843263e-302, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.579396102235487e-302, 8.003528251370799e-233, 9.77314505203585e-173, 1.5621232852915645e-121, 3.2683184599176353e-79, 8.950793275971122e-46, 3.208682799763484e-21, 1.5056365356936722e-05, 92.47867582064305, 0.7435174396266003, 7.824720183752657e-12, 1.0778903191735919e-31, 1.943606873268568e-60, 4.5874398221894144e-98, 1.417295582604708e-144, 5.731635792446306e-200, 3.034064701164157e-264, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.193539654479288e-287, 2.9735697582497378e-220, 5.276414467510197e-162, 1.2255408831341182e-112, 3.7260170216749037e-72, 1.482825327636206e-40, 7.72437387365789e-18, 0.0005267016840611078, 47.01043367225902, 0.00549227074764821, 8.399196632618272e-16, 1.6813250710583558e-37, 4.4054853293570245e-68, 1.5109982440147984e-107, 6.78363215126286e-156, 3.9864722937098624e-213, 1.069844438423204e-225, 9.06474443669587e-167, 1.0053530386228827e-116, 1.4595189043588964e-75, 2.7735050018521986e-43, 6.898843317042049e-20, 2.2462169958610332e-05, 9.573158195124698, 0.005340560773396977, 3.89983817906191e-15, 1.063977321625897e-20, 1.642117561744264e-05, 33.17448925251752, 0.09704610294594543, 22.845761348930118, 7.330890928583559e-05, 3.0791867181095163e-19, 1.6929472885999414e-42, 1.2183694258609856e-74, 1.1477378200551413e-115, 1.4152544781428172e-165, 2.5410157174770113e-206, 4.331502703904043e-150, 9.664912521861225e-103, 2.8228341610189663e-64, 1.079197425637585e-34, 5.400631387403376e-14, 0.03537661464043012, 30.333051660737066, 3.404427092298637e-05, 5.001497667553012e-20, 1.309358155386697e-10, 0.9252273139854563, 8.55788750257772, 1.0361266430561582e-07, 1.6420532991538905e-24, 3.4063541486462497e-50, 9.249547501816657e-85, 3.28760260633517e-128, 1.5295591812752142e-180, 9.31496858562347e-242, 7.425481905175e-312, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 8.035923377551015e-213, 6.822420506507934e-35, 0.0930287096492702, 2.383248232413349, 7.40436538179749e-57, 5.946237953047821e-16, 1.306765669845281e-11, 59.64286056601566, 37.92525594376683, 11.209794843433823, 2.1346222441563314e-06, 0.18777616878410436, 55.574199565805124, 11.809638276747885, 22.561509921706442, 12.623777963933208, 17.369456280844243, 0.08117927334347756, 2.0135942071972135, 24.115045258657858, 0.007863086001490705, 4.654716672183379, 51.1622536358447, 28.451904257912407, 5.860779935224253, 0.006653076622893146, 9.721044831587065, 71.03786354682669, 1.7941824619595081, 4.5366296648899616e-07, 28.09942488393388, 100.0, 5.480883922659191, 40.072072112153684, 4.8896507561758655, 51.30068743155167, 30.04086105776029, 8.27793623805579, 59.80688698727544, 57.90410716100395, 27.20432135419989, 14.777035738776965, 20.360952094900345, 95.09186363008104, 93.6713102289925, 22.38828022607653","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 9.82753790755704e-298, 2.8783313594553466e-229, 1.1034812299404404e-169, 5.537544260024043e-119, 3.6374545025459665e-77, 3.127562725334379e-44, 3.519999375497996e-20, 5.185698268298026e-05, 100.0, 0.2524209111167209, 2.0032828221218715, 60.87060443285651, 0.0025116507504843763, 0.0005630046289283216, 1.7383198639366353, 7.025472198733642e-06, 3.7166310034736845e-20, 2.5736617643257824e-43, 2.332821959763157e-75, 4.069353609855331e-91, 3.564482038957326e-55, 4.08691429846743e-28, 6.133703083194907e-10, 1.20517640738512, 5.077885845326549, 2.5469069757855433e-05, 4.2937270860064847e-19, 1.565357640433887e-06, 4.966757139378798, 9.58545749993824, 0.32826241890750535, 1.8310551483196147, 7.046955087312787, 1.8269358050709962e-05, 16.090145079873157, 0.3508661826300208, 1.631944098622142, 5.17384890926909, 0.07348323309461083, 1.3661263565128611e-12, 3.32446361133242e-32, 8.725579326278106e-21, 5.986252421645066e-06, 5.375809633531927, 0.8108538848902676, 3.8888840806042877, 0.05668015018788614, 6.115390995054845, 0.0024576221455544695, 10.574859254778051, 5.716490898286519, 0.10635193272159296, 0.10628420465744046, 3.857835001376432, 1.2754617804298123, 1.7725171047302937, 0.4127130899071703, 7.081101972393246e-07, 0.5621057296471419, 7.10589600428092, 0.00203421647909288, 0.02036898601334701, 0.16066500063798428, 4.411322276881183, 8.70999597177434, 0.16177185497049965, 0.15843101066365647, 2.1324235008579673, 3.8223930364333185, 0.023729503183372965, 0.06124815966295922, 0.27579011451608926, 0.19520145490388444, 2.1193147792647293, 2.437751276828065, 2.1274449060031837, 12.000340177192511, 4.150962798411228, 0.008416459966689766, 3.900007550674947, 9.387054534569206, 0.26543997019664284, 0.44087749095177015, 0.004472136909524316, 8.610009589693393, 2.9122268748446056, 0.15431165582168133, 0.4706575013186154, 1.179091680768981, 0.6055776984431904, 3.017893084151095, 0.4722995039959608, 3.741225383015798, 0.72373078607986, 0.7751458399855864, 0.0380195353804621, 8.227585160784875, 0.6343370570971366, 7.081839847545955, 0.6533666377085715, 0.8777790440034908, 2.094592188757354, 0.07141905646653827, 0.0062237127162768835, 0.7152620203944332, 2.865409004001083, 0.5042313020006565, 1.2590279223202916, 7.758112236627551, 0.5096389714105691, 0.008493446769230152, 1.4686042759958637, 0.6320549803512605, 0.98913708452928, 1.6464184305869884, 0.16178337988987843, 0.2643202404289652, 2.8852923097215912, 0.6533121876561544, 3.7475584913967394e-08, 0.15147543538520114, 3.6217870307121856, 1.1533336652575654, 1.3406823015002247, 1.6521789936120916, 0.5852393992528556, 0.41466101106319525, 4.2673445105648025, 1.1673274373626947, 1.0289097998129282, 1.942234531856409, 0.8320266080995943, 3.1051747074587905, 0.9127332211415278, 0.5228051725027976, 0.31520364851582533, 0.8465986089634505, 0.04560253968555887, 1.8380517940106094, 0.8332282313471409, 1.3865037216390843, 4.569557048539377, 0.5339212638570605, 0.007672374423967002, 0.04342189224110262, 0.21847701675814674, 1.2060857429493694, 1.4998040646806619, 0.1637358110183059, 1.6669414959025544, 0.6859665002546395, 0.10555980350157347, 3.3032704885509876, 2.9205600397455678, 0.7945153213111558, 1.07054068155251, 0.24636924329843873, 0.7167395005276517, 1.610617275515339, 1.372081982249378, 1.230123548575018, 1.8558919998177017, 0.11808128569103658, 1.0988733307246237, 0.5754112627372825, 0.17030717954275262, 0.5935294116725217, 0.0075096060072533406, 0.6061804693189441, 0.5658601908268839, 0.2814207697968042, 1.1974775106262991, 0.5950307451324088, 0.06910180502147985, 1.2353535991332683, 0.08789743745714157, 2.7799738667748946, 1.213011420664264, 0.5433225211406195, 0.09083638139304563, 1.9012623767852275, 0.7932221503171839, 1.4679999946023294, 1.403438260421295, 0.432262944243622",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.647008546364303e-206, 1.0070588534199171e-32, 1.8883106119343485e-05, 7.599133536438685e-18, 8.538612819061517e-15, 2.9421861628798e-158, 0.0, 0.0, 5.1643608780013436e-117, 0.003938295423463608, 9.209998974565498e-36, 6.604964302276329e-215, 1.6087171323938732e-39, 0.0027480659440110486, 0.39173901149724705, 2.775790049597513e-102, 8.297355992603633e-219, 7.30128443331058e-38, 0.001970236652544174, 1.6304110253016845e-115, 1.848277680810604e-12, 0.00010219796216252562, 4.976483632092877e-35, 1.8197690806522507e-187, 4.3285156310044335e-25, 3.1573394892990986e-09, 2.599674218174998e-69, 100.0, 1.1796160029683024e-74, 9.373547043584155e-233, 5.051217148833009e-44, 0.08347332198135844, 1.7270127306890022e-73, 74.0394679135962, 0.0009951782858807544, 1.0135569269218318e-114, 3.011278413355232e-29, 2.5870974940282537e-07, 6.707782125099409e-48, 0.10891066859310772","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.248163e-317, 2.6906118326300144e-246, 1.8055983773318308e-184, 1.5860590889796603e-131, 1.8236675461990517e-87, 2.744732819092736e-52, 5.40732633474547e-26, 1.3944186556759903e-08, 4.706866579256912, 2.079690417382427, 1.2028004799021637e-09, 9.1057682713228e-28, 9.023347739706202e-55, 1.7330785309508466e-36, 4.536442783150087e-15, 0.015543210625119902, 69.70984641903952, 0.00040923768471048125, 3.1447433775706393e-18, 3.1631726925597806e-41, 4.1647476664779874e-73, 7.17765506248753e-114, 1.6192152030175076e-163, 4.781395421541972e-222, 1.848131414053768e-289, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5050289979705903e-303, 2.350192369522296e-234, 4.803856826854964e-174, 1.2853008595031863e-122, 4.501400344841287e-80, 2.0635670327450133e-46, 1.2382764728323053e-21, 9.726235057063166e-06, 100.0, 1.3458087206894853, 2.370799219326396e-11, 5.466814179712333e-31, 1.650068403018741e-59, 6.519250714476532e-97, 3.371487219182603e-143, 2.2823037893151017e-198, 2.3348514904560976e-180, 4.1445531627028443e-128, 9.629955195613136e-85, 2.9288620550120007e-50, 1.166008369652902e-24, 6.076206393479395e-08, 4.144684396421662, 0.37006542756641664, 4.325075184541513e-11, 3.305041165414619e-12, 0.13972658601400156, 7.732311152390967, 5.60102737431413e-07, 5.310729333758905e-23, 6.591264497023883e-48, 1.0708075153317003e-81, 2.277100406602149e-124, 6.338420541374606e-176, 2.309447101921107e-236, 2.887501204299916e-258, 7.388435233502254e-195, 2.474633378897316e-140, 1.0849191167420567e-94, 6.226040710778475e-58, 4.676863016313308e-30, 4.5985979634992054e-11, 0.5918672842472232, 9.971289516579787, 2.1989047469736463e-07, 6.347308496423852e-24, 2.3982855780598474e-49, 1.1861518327987491e-83, 7.679054888928093e-127, 3.7333801869390177e-93, 7.011872682422261e-57, 1.7238279758140712e-29, 5.5473034897429634e-11, 0.23366734701921074, 1.2883748195551223, 9.298534954833753e-09, 0.00012984106722694182, 21.858886869738626, 0.004816949658124178, 1.3894543152907867e-15, 5.246196284798244e-37, 2.5928231667038972e-67, 1.677371889559562e-106, 1.4204106566663154e-154, 1.6021911314860402e-189, 9.218276708177009e-136, 6.942457926505723e-91, 6.84391917257702e-55, 8.83129895101314e-28, 1.4916687803183705e-09, 3.297982246370306, 9.54448117672156, 3.615633797952752e-08, 1.7928528597022489e-25, 1.1636783605662325e-51, 9.886654732512285e-87, 5.401808632124844e-78, 3.32809510157398e-45, 2.6839867069737703e-21, 2.8333034631309737e-06, 3.915019446370819, 0.007081134670679936, 1.6764858168033143e-14, 5.195472046469596e-35, 2.1075517174901427e-64, 1.1190759643790162e-102, 7.778018909660546e-150, 7.076304627095337e-206, 2.681393769803295e-259, 8.728288576098952e-196, 3.718995872392609e-141, 2.0741988799606545e-95, 1.5142695653064672e-58, 1.4470518449389827e-30, 1.8100604875086494e-11, 0.29636723213775257, 6.351779005490823, 1.781921935470849e-07, 6.543499413824559e-24, 3.145281792569922e-49, 1.9789606249617985e-83, 8.065287468601064e-60, 1.182748984381137e-31, 2.270353145366614e-12, 0.05704562547176633, 1.8762010574128438, 8.078082080896278e-08, 0.12802189946168663, 2.636073632937223, 7.104915334256165e-08, 2.5066192820710584e-24, 1.1575664858846302e-49, 6.9973180132042615e-84, 5.536628436828414e-127, 2.1255578582245494e-131, 2.2003513334163056e-87, 2.9815303175493813e-52, 5.288281050300288e-26, 1.227772567395903e-08, 3.73120767676022, 1.4842567008344136, 7.728526733348835e-10, 5.267596591757707e-28, 4.6995513761918924e-55, 1.2460753247975906e-80, 2.568952065424421e-47, 6.932594602983118e-23, 2.448858593051479e-07, 1.132295315069279, 0.006853048606096446",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.133308696699194e-220, 1.668437396997319e-38, 0.0040015266208590205, 2.9430733628489243e-114, 0.0, 0.0, 0.0, 0.0, 2.2871208274793617e-116, 0.0005364387987346124, 4.6094555492096356e-11, 0.6883096609069239, 2.480566123186439e-46, 2.7414310930214975e-238, 3.1895080709395e-311, 1.0198400458461196e-81, 100.0, 8.669993916494835e-39, 0.0001257473978176317, 5.59292252501699e-117, 1.7144434601479043e-74, 81.14157801849524, 0.0018118870830940838, 2.1604987703208538e-07, 7.014216272590205e-131, 2.5324590605782994e-22, 0.00036178339982237027, 8.601502367043834e-07, 8.090665392578095e-128, 1.4935341248343532e-57, 7.886730896082924, 3.438437255978045, 7.732113988276316e-58, 5.332059348911521e-262, 1.4378015619802704e-67, 27.385427906427186, 7.61527479711617e-10, 6.583495424519752e-12, 21.989999382542187, 1.6328534881077564e-08, 2.6005233036495826e-30, 0.0005441451641783999, 0.00018219759065592948, 3.0939195275731584e-115","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6.33836422e-315, 2.1505209741140332e-244, 9.550767684781521e-183, 5.552147296308354e-130, 4.224854690831193e-86, 4.2081447775131003e-51, 5.48652886790723e-25, 9.363382470453523e-08, 20.916834385426274, 6.116278482752103, 2.3410281929559445e-09, 1.1728814992347998e-27, 7.691830883892473e-55, 6.602880197586493e-91, 7.419338866060379e-136, 1.0912521092839105e-189, 2.1009372650054041e-252, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5359259360793674e-283, 6.794636073709263e-217, 3.934506129413841e-159, 2.982238353137172e-110, 2.958847454361033e-70, 3.8426506137466133e-39, 6.532318045190741e-17, 0.0014535562519614438, 42.33742738930839, 1.2046254470896605, 0.097900114460005, 1.0428570811940049e-11, 1.4541007168506328e-30, 1.1017035043982355e-33, 3.7825242529834837e-13, 0.16999134536260946, 100.0, 7.700187283858836e-05, 7.761232179239168e-20, 1.0239721912800886e-43, 1.768372482714809e-76, 3.997490437391498e-118, 1.1828487573821457e-168, 4.581409390612072e-228, 2.32272120410406e-296, 0.0, 0.0, 0.0, 2.099836365505953e-256, 3.475724873934046e-193, 7.530666766771506e-139, 2.1357458353601237e-93, 7.928550654218672e-57, 3.8527084143541964e-29, 2.4505669776055543e-10, 2.040305083669919, 22.235748111090103, 3.172024104527061e-07, 5.923103361606534e-24, 1.5238331415275625e-49, 3.2753281539704926e-25, 1.8453805134775517e-08, 1.3609593122205847, 0.13138096638900038, 1.6601520338287975e-11, 2.7459420694770397e-30, 5.945152223126945e-58, 1.6848556030245642e-94, 6.250150762269629e-140, 3.034924650767666e-194, 1.896905171569346e-144, 4.452016277053221e-98, 1.3677161203085851e-60, 5.500007568306178e-32, 2.895067592029254e-12, 0.19947213116941567, 17.99011116246135, 2.1237997499161654e-06, 3.281870068467948e-22, 1.6282388819878626e-12, 0.14307884460074036, 16.457385039447185, 8.794367946761412, 0.8053662403432402, 9.654069722306673e-11, 1.51480085129198e-29, 3.1112058681851906e-57, 8.364308785349094e-94, 2.9434689884225507e-139, 1.6036087226645779e-118, 4.649180177396521e-77, 1.764340749068882e-44, 8.764288630519957e-21, 5.698742033924517e-06, 4.8510805760314115, 5.7912627390029465, 5.841420148768669e-05, 4.41758324739439, 0.17858787232978962, 9.003615291047021, 6.528260597973171e-07, 6.19592474286252e-23, 7.6973792530552e-48, 1.251721566850198e-81, 2.6644077268853078e-124, 7.423722561010745e-176, 2.1373551977312646e-147, 1.495175150076727e-100, 1.369101160020341e-62, 1.6409944252743004e-33, 2.5745822584882285e-13, 0.05287307123142495, 14.213152078684274, 0.001961552996647038, 8.708649115365299, 5.0738584745746325e-05, 0.07291296038752643, 4.181456385509987, 3.138907444778538e-07, 3.0843066352877704e-23, 3.967022699190158e-48, 6.67882281540334e-82, 1.47184900265876e-124, 4.245752685665141e-176, 1.6031502508529998e-236, 5.701161580154199e-241, 6.348261524351167e-180, 9.252825438271167e-128, 1.7653142518294877e-84, 4.408570447783001e-50, 1.4411249663242828e-24, 6.166427052299662e-08, 3.4537719154439532, 0.25321055688907784, 2.3796096968210358e-05, 2.509752735704923, 0.0003464851973979851, 6.261329134737477e-17, 1.481073055773557e-38, 3.2226426576392324e-48, 2.1909193168924731e-23, 1.9497043981282617e-07, 2.2711159754446766, 0.03462884504285945, 0.0020884346139895616, 18.601968285457264, 11.928247031586583, 0.04711763357269123, 2.436275380440074e-13, 5.070039114899326e-06, 5.738322799086408, 0.008501327352698708, 1.6486049638278982e-14, 4.184798641667975e-35, 1.3907896178385796e-64, 1.1205820211863085e-37, 5.091869401369006e-16, 0.0030285797510114587, 23.579192330833504, 0.0015222220046139051, 4.483842520300677, 2.052891173855035e-05, 1.2302959751152654e-19, 9.651201392383118e-43, 9.910173374771972e-75, 1.3320153383215373e-115",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749
+"0.0, 0.45226130653266333, 0.9045226130653267, 1.35678391959799, 1.8090452261306533, 2.261306532663317, 2.71356783919598, 3.1658291457286434, 3.6180904522613067, 4.07035175879397, 4.522613065326634, 4.974874371859297, 5.42713567839196, 5.8793969849246235, 6.331658291457287, 6.78391959798995, 7.236180904522613, 7.688442211055277, 8.14070351758794, 8.592964824120603, 9.045226130653267, 9.49748743718593, 9.949748743718594, 10.402010050251256, 10.85427135678392, 11.306532663316583, 11.758793969849247, 12.21105527638191, 12.663316582914574, 13.115577889447236, 13.5678391959799, 14.020100502512562, 14.472361809045227, 14.92462311557789, 15.376884422110553, 15.829145728643217, 16.28140703517588, 16.733668341708544, 17.185929648241206, 17.63819095477387, 18.090452261306535, 18.542713567839197, 18.99497487437186, 19.44723618090452, 19.899497487437188, 20.35175879396985, 20.804020100502512, 21.256281407035175, 21.70854271356784, 22.160804020100503, 22.613065326633166, 23.06532663316583, 23.517587939698494, 23.969849246231156, 24.42211055276382, 24.874371859296485, 25.326633165829147, 25.77889447236181, 26.231155778894472, 26.683417085427138, 27.1356783919598, 27.587939698492463, 28.040201005025125, 28.49246231155779, 28.944723618090453, 29.396984924623116, 29.84924623115578, 30.301507537688444, 30.753768844221106, 31.20603015075377, 31.658291457286435, 32.11055276381909, 32.56281407035176, 33.015075376884425, 33.46733668341709, 33.91959798994975, 34.37185929648241, 34.824120603015075, 35.27638190954774, 35.7286432160804, 36.18090452261307, 36.63316582914573, 37.085427135678394, 37.537688442211056, 37.98994974874372, 38.44221105527638, 38.89447236180904, 39.34673366834171, 39.798994974874375, 40.25125628140704, 40.7035175879397, 41.15577889447236, 41.608040201005025, 42.06030150753769, 42.51256281407035, 42.96482412060302, 43.41708542713568, 43.869346733668344, 44.321608040201006, 44.77386934673367, 45.22613065326633, 45.678391959798994, 46.13065326633166, 46.582914572864325, 47.03517587939699, 47.48743718592965, 47.93969849246231, 48.391959798994975, 48.84422110552764, 49.2964824120603, 49.74874371859297, 50.20100502512563, 50.653266331658294, 51.10552763819096, 51.55778894472362, 52.01005025125628, 52.462311557788944, 52.91457286432161, 53.366834170854275, 53.81909547738694, 54.2713567839196, 54.72361809045226, 55.175879396984925, 55.62814070351759, 56.08040201005025, 56.53266331658292, 56.98492462311558, 57.437185929648244, 57.88944723618091, 58.34170854271357, 58.79396984924623, 59.246231155778894, 59.69849246231156, 60.150753768844226, 60.60301507537689, 61.05527638190955, 61.50753768844221, 61.959798994974875, 62.41206030150754, 62.8643216080402, 63.31658291457287, 63.76884422110553, 64.22110552763819, 64.67336683417085, 65.12562814070353, 65.57788944723619, 66.03015075376885, 66.48241206030151, 66.93467336683418, 67.38693467336684, 67.8391959798995, 68.29145728643216, 68.74371859296483, 69.19597989949749, 69.64824120603015, 70.10050251256281, 70.55276381909547, 71.00502512562814, 71.4572864321608, 71.90954773869348, 72.36180904522614, 72.8140703517588, 73.26633165829146, 73.71859296482413, 74.17085427135679, 74.62311557788945, 75.07537688442211, 75.52763819095478, 75.97989949748744, 76.4321608040201, 76.88442211055276, 77.33668341708542, 77.78894472361809, 78.24120603015075, 78.69346733668343, 79.14572864321609, 79.59798994974875, 80.05025125628141, 80.50251256281408, 80.95477386934674, 81.4070351758794, 81.85929648241206, 82.31155778894473, 82.76381909547739, 83.21608040201005, 83.66834170854271, 84.12060301507537, 84.57286432160804, 85.0251256281407, 85.47738693467338, 85.92964824120604, 86.3819095477387, 86.83417085427136, 87.28643216080403, 87.73869346733669, 88.19095477386935, 88.64321608040201, 89.09547738693468, 89.54773869346734, 90.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.68605319933434e-114, 0.0009617157123314518, 7.694694944659031e-40, 1.887972591643829e-222, 6.024674838536492e-293, 1.280425985842585e-72, 83.45165027819237, 1.6679190238846557e-71, 1.5260906034329157e-212, 7.233543117187845e-35, 0.0010514325400729206, 4.6867451157207324e-119, 9.93516242251695e-57, 100.0, 3.086630273213588e-87, 1.0277556907976531e-40, 0.0011062122823892685, 3.65129266738237e-113, 6.508183156015244e-10, 1.1506490903157555e-26, 6.238578055040515e-190, 0.0, 3.8474008017154915e-104, 0.3913233613607493, 1.220572841362513e-44, 8.006239287413465e-15, 2.9523971052218466e-21, 8.654054377801538e-29, 7.118417161314529e-09, 2.927247231723365e-40, 0.026420021481167125, 3.941351132473664e-50, 1.769673359848281, 4.927090444125654e-57, 2.2790265148316227, 1.883253080201738e-60, 5.2992030492921485, 4.572692714775384e-86, 1.209967e-318, 0.0","0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.070764662520945e-264, 7.873925559803222e-200, 1.005532297834632e-144, 1.680849557337856e-98, 3.6778140089662586e-61, 1.0533647490755992e-32, 3.9490796904779887e-13, 0.019379435125634746, 1.2448425646054104, 1.046684624322155e-07, 1.1519811124488964e-23, 1.6595982642213433e-48, 3.1295989292944425e-82, 7.725071297418918e-125, 2.4959990026181066e-176, 1.05563654791748e-236, 5.844031220714486e-306, 0.0, 0.0, 6.460843690988822e-284, 2.450716507575843e-217, 1.21681629607828e-159, 7.908334997727584e-111, 6.727801935664911e-71, 7.49185626182299e-40, 1.0920280016726548e-17, 0.00020835609633856734, 5.203634073596485, 0.00017011217006111467, 7.279341932228395e-18, 4.077340249980322e-40, 2.989440322377521e-71, 2.8690024628120267e-111, 3.6041267284177905e-160, 5.926486298622963e-218, 6.005034162147943e-220, 1.0734959281460336e-161, 2.5119640503633394e-112, 7.694041727540562e-72, 3.08477685766363e-40, 1.6189039032037836e-17, 0.0011121067723292343, 100.0, 0.011770139598962753, 1.8133904608488695e-15, 3.657035187932659e-37, 9.65372783432228e-68, 3.3357159492074044e-107, 1.5087287683050961e-155, 4.163061866549576e-158, 2.218605183063644e-109, 1.5476590115769434e-69, 1.4131837589800662e-38, 1.6890795106066324e-16, 0.0026425891594398622, 54.11744739402751, 0.0014506847895270406, 5.09022419074298e-17, 2.3379157832540046e-39, 1.4055584631249497e-70, 1.1061068077664807e-110, 3.7893114290456246e-139, 5.931013994409927e-94, 1.2151382647569168e-57, 3.258746251025977e-30, 1.1439406456972032e-11, 0.05256353168932541, 0.3161503613923572, 2.489034561828304e-09, 2.5650525734884486e-26, 3.4601084723352606e-52, 6.109578596398991e-87, 3.06338533458644e-124, 8.953967663357388e-82, 3.4257661498834775e-48, 1.7156472764446452e-23, 1.1246733279663046e-07, 0.9650568233269343, 0.010839455701681057, 1.5936397847273434e-13, 3.0669094301331136e-33, 7.7257355411832205e-62, 2.547456776417969e-99, 1.0995169007165815e-145, 6.21190912790964e-201, 4.593845424886855e-265, 0.0, 0.0, 0.0, 1.5720195418116576e-272, 2.7749889886361798e-207, 6.411987795995749e-151, 1.9393322039240964e-103, 7.677853668926894e-65, 3.978831535204618e-35, 2.6989781664814852e-14, 0.02396466103258357, 27.852957016024067, 4.237399652316491e-05, 8.43831325335197e-20, 2.1995810007147697e-43, 7.505029007373677e-76, 1.1981359369372257e-71, 1.3369995892653029e-40, 1.952920446285813e-18, 3.733927920170925e-05, 0.9344916110180764, 3.061349989736337e-05, 1.3127398189267164e-18, 7.36838709896372e-41, 5.413701518119092e-72, 1.647427207440022e-66, 9.054905531738737e-37, 6.51462936612074e-16, 0.0006135127614523793, 0.756285176502276, 1.2203254672439524e-06, 2.577471433473935e-21, 7.125906928820212e-45, 2.5787814060664186e-77, 1.258828520209237e-52, 3.067480576053471e-26, 9.784196543907935e-09, 4.085042829536176, 2.2325241194370795, 1.597069456933779e-09, 1.4954763451802272e-27, 1.833003908453517e-54, 8.47483305243091e-68, 1.9176958349605664e-37, 5.68010543940786e-16, 0.002202222367558778, 11.176196795535457, 7.424291422735879e-05, 6.455711000143282e-19, 7.347866362643043e-42, 1.0947288360738968e-73, 1.5172646227069932e-47, 2.931961343647111e-23, 7.416230982176898e-08, 0.24554797364003722, 0.0010641860474974736, 6.037079096930298e-15, 4.482953876086254e-35, 4.357423531357368e-64, 7.24599717346238e-54, 1.4645090866385249e-27, 3.8744858596524124e-10, 0.13417270919497193, 0.0608194372188742, 3.608682757356159e-11, 2.8027419321250685e-29, 2.849348804909267e-56, 3.791719674379631e-92, 6.604727839293026e-137, 1.5059194063461957e-190, 4.4944508222681103e-253, 0.0, 0.0, 0.0, 0.0, 0.0",Materials,Hard,Advanced Reasoning,ionic-denoise-pxrd,https://figshare.com/articles/dataset/Materials_Project_Data/7227749