{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"adb0c8f2a346","filters":{"venue":"Corrosion and Materials Degradation"}},"results":[{"id":"W3214278806","doi":"10.3390/cmd2040037","title":"A Review of the Effect of Irradiation on the Corrosion of Copper-Coated Used Fuel Containers","year":2021,"lang":"en","type":"review","venue":"Corrosion and Materials Degradation","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Radiolysis; Corrosion; Copper; Irradiation; Materials science; Coating; Spent nuclear fuel; Radiation; Metallurgy; Chemistry; Nuclear chemistry; Composite material; Nuclear physics; Physics","authors":[{"name":"Fraser King","is_ca":false},{"name":"Mehran Behazin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03904479204655421,"gpt":0.3127102218461444,"spread":0.2736654297995902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001785513,0.0004022976,0.001882877,0.0001196184,0.0001206064,0.00004445885,0.0003283763,0.0002638982,0.0004679064],"category_scores_gemma":[0.0007113995,0.0002050556,0.0003666195,0.0004497971,0.0001942899,0.0001160743,0.0001727791,0.0001429796,0.00001112727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000742589,"about_ca_system_score_gemma":0.000143505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003679483,"about_ca_topic_score_gemma":0.000004962697,"domain_scores_codex":[0.9955664,0.001840919,0.001477274,0.0004064665,0.0005313905,0.0001775742],"domain_scores_gemma":[0.9961432,0.0006277951,0.002212836,0.0007095259,0.0002563576,0.00005034554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006101121,0.00005243127,0.000006329292,0.04887015,0.000001668022,3.84571e-7,0.0000376275,2.761111e-7,0.9331485,0.0002706585,0.001996887,0.01555407],"study_design_scores_gemma":[0.0004773775,0.0005184339,0.00002278449,0.1777404,0.000889345,0.00001588619,0.0000223323,0.000003012409,0.7916725,0.000006277466,0.02838727,0.0002443298],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04413127,0.950587,0.00005784,0.00007353331,0.001751076,0.002774568,0.0005668173,0.00002704786,0.0000308779],"genre_scores_gemma":[0.05506474,0.943926,0.00001149948,0.00008773746,0.00003341711,0.0001501893,0.000633214,0.00003459194,0.00005856064],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1414759,"threshold_uncertainty_score":0.8361924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393253577","doi":"10.3390/cmd5020007","title":"Review of the Modelling of Corrosion Processes and Lifetime Prediction for HLW/SF Containers—Part 1: Process Models","year":2024,"lang":"en","type":"article","venue":"Corrosion and Materials Degradation","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Corrosion; Process (computing); Nuclear engineering; Process engineering; Metallurgy; Materials science; Computer science; Engineering; Programming language","authors":[{"name":"Fraser King","is_ca":false},{"name":"Miroslav Kolàř","is_ca":false},{"name":"Scott Briggs","is_ca":true},{"name":"Mehran Behazin","is_ca":true},{"name":"Peter Keech","is_ca":true},{"name":"Nikitas Diomidis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0467488366348398,"gpt":0.2827201997721562,"spread":0.2359713631373164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009375552,0.0001694423,0.0003513313,0.00006523688,0.0001395526,0.00008159892,0.0001410861,0.00008455235,0.000259615],"category_scores_gemma":[0.0001036608,0.0001145512,0.00004829934,0.0001921356,0.0001112614,0.0004178316,0.00007545319,0.00004152329,0.000001204381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001418372,"about_ca_system_score_gemma":0.00008824775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009636559,"about_ca_topic_score_gemma":0.000001970986,"domain_scores_codex":[0.9984618,0.00009392544,0.0006737019,0.0003369355,0.0002842952,0.0001493758],"domain_scores_gemma":[0.9990809,0.00008625676,0.000295079,0.0001880303,0.000301956,0.00004779481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007222058,0.00003789921,0.00002346052,0.01336574,0.000001160295,1.222995e-7,0.0001578972,0.0001315985,0.9842359,0.0007146688,0.0006676398,0.0005916217],"study_design_scores_gemma":[0.0002563865,0.000122483,0.000003748671,0.01058574,0.0001822584,0.00000860804,0.00008767949,0.008080442,0.9784597,0.001409354,0.0006723412,0.0001312963],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8765393,0.01826645,0.1014658,0.0001644737,0.001413499,0.001497979,0.0005523824,0.00007622888,0.00002383716],"genre_scores_gemma":[0.9844864,0.01425678,0.0005704977,0.0001030557,0.00005691449,0.0001819022,0.0001365865,0.00002394607,0.0001839185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.107947,"threshold_uncertainty_score":0.4671263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393853514","doi":"10.3390/cmd5020008","title":"Dissociative Adsorption of Hydrogen Molecules at Al2O3 Inclusions in Steels and Its Implications for Gaseous Hydrogen Embrittlement of Pipelines","year":2024,"lang":"en","type":"article","venue":"Corrosion and Materials Degradation","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Dalian University of Technology; Alberta Innovates; Alberta Innovates - Technology Futures","keywords":"Hydrogen embrittlement; Hydrogen; Embrittlement; Adsorption; Materials science; Metallurgy; Pipeline transport; Chemistry; Physical chemistry; Organic chemistry","authors":[{"name":"Yinghao Sun","is_ca":true},{"name":"Y. Frank Cheng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02715702349620983,"gpt":0.3022738460810294,"spread":0.2751168225848195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007094234,0.0001758376,0.0003534161,0.0001846596,0.0001253768,0.0000466921,0.000115723,0.00009748661,0.0001660396],"category_scores_gemma":[0.00009678685,0.0001575422,0.00005444382,0.0001728633,0.00007118917,0.0002051784,0.0002219628,0.00003073907,0.000006297778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005990782,"about_ca_system_score_gemma":0.00003783944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002846266,"about_ca_topic_score_gemma":0.00004362468,"domain_scores_codex":[0.9983869,0.0001308211,0.0007215698,0.0003744347,0.0001913556,0.0001949245],"domain_scores_gemma":[0.9992548,0.0001379875,0.0002607944,0.0001583854,0.0001227308,0.00006533636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000707779,0.00007928172,0.0004090299,0.0002030394,0.000002851753,4.526281e-7,0.0002951599,0.00001377693,0.9951696,0.002634256,0.0000763795,0.001045419],"study_design_scores_gemma":[0.0004640922,0.0001339234,0.00125645,0.00023116,0.00008785156,0.0000067869,0.0001011167,0.0007444901,0.9951186,0.001477611,0.000225688,0.0001522938],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941227,0.001504912,0.001769613,0.00019356,0.0002591307,0.0009603348,0.001136537,0.00003921357,0.00001395978],"genre_scores_gemma":[0.9974176,0.0009208022,0.0006979533,0.00002432619,0.00003021193,0.0002758167,0.0003756393,0.00002214554,0.0002355631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003294803,"threshold_uncertainty_score":0.6424385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399883429","doi":"10.3390/cmd5020013","title":"Review of the Modelling of Corrosion Processes and Lifetime Prediction for HLW/SF Containers—Part 2: Performance Assessment Models","year":2024,"lang":"en","type":"article","venue":"Corrosion and Materials Degradation","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Corrosion; Nuclear engineering; Environmental science; Materials science; Process engineering; Forensic engineering; Metallurgy; Engineering","authors":[{"name":"Fraser King","is_ca":false},{"name":"Miroslav Kolàř","is_ca":false},{"name":"Scott Briggs","is_ca":true},{"name":"Mehran Behazin","is_ca":true},{"name":"Peter Keech","is_ca":true},{"name":"Nikitas Diomidis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03270922081916405,"gpt":0.2454690453893349,"spread":0.2127598245701708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004288304,0.0001262656,0.0002439996,0.00004340734,0.00006436768,0.00003617882,0.00005883195,0.00006339531,0.00005720996],"category_scores_gemma":[0.00004261216,0.00008947712,0.00003373177,0.0001248035,0.00004419978,0.0002618542,0.00003852169,0.00004931851,2.278334e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002685034,"about_ca_system_score_gemma":0.00004651343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004605743,"about_ca_topic_score_gemma":0.000001616906,"domain_scores_codex":[0.9991219,0.0000349539,0.0004400122,0.0001767386,0.0001322816,0.00009411418],"domain_scores_gemma":[0.9994953,0.00008636828,0.00008457851,0.0001495701,0.0001485805,0.00003560101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001142681,0.00002814544,0.0001693867,0.08540318,0.000006548804,1.113246e-7,0.0002673615,0.006229907,0.8951545,0.001261773,0.002308606,0.009056204],"study_design_scores_gemma":[0.0003284615,0.0001243301,0.0001057675,0.01317905,0.0001051082,0.00000648755,0.00004833316,0.7478828,0.2360127,0.0003061017,0.001750762,0.0001501425],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6652132,0.01768457,0.3139696,0.0001246715,0.0013304,0.001176433,0.0002925051,0.0001370582,0.00007152589],"genre_scores_gemma":[0.959228,0.04001975,0.0004566402,0.00003995188,0.00002911209,0.00007074828,0.00009313381,0.00001662729,0.00004602161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7416528,"threshold_uncertainty_score":0.3648771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220726042","doi":"10.3390/cmd3010009","title":"The Influence of CaCl2-Blended Acrylic Polymer on Steel Rebar Corrosion and Acid Attack Resistance of Mortar","year":2022,"lang":"en","type":"article","venue":"Corrosion and Materials Degradation","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Rebar; Corrosion; Materials science; Mortar; Lepidocrocite; Composite material; Cement; Chloride; Concrete cover; Akaganéite; Metallurgy; Goethite; Chemistry","authors":[{"name":"Obinna Onuaguluchi","is_ca":true},{"name":"Nemkumar Banthia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01317150952989026,"gpt":0.2281323549282527,"spread":0.2149608453983624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000413869,0.0001548485,0.0002513071,0.00006393994,0.0002582785,0.00003260794,0.0001326781,0.00005419389,0.00007620727],"category_scores_gemma":[0.00008088771,0.0001247825,0.00002986129,0.0001473993,0.0001066596,0.0001113661,0.0001206927,0.00009660955,0.000001617913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004049158,"about_ca_system_score_gemma":0.00002282232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002032194,"about_ca_topic_score_gemma":0.00003561796,"domain_scores_codex":[0.9987696,0.0001340544,0.0004539912,0.000220656,0.0002676449,0.0001539893],"domain_scores_gemma":[0.999245,0.0001259775,0.0001685333,0.0003381163,0.00006322982,0.00005916612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002994202,0.00001287761,0.0003052599,0.0001189086,0.000001327915,5.923314e-7,0.0001691017,0.0001709736,0.997071,0.0006796787,0.0004378556,0.000732961],"study_design_scores_gemma":[0.0005672622,0.0001521779,0.01866282,0.00008771743,0.00002055395,0.000005170918,0.0002601187,0.0003867723,0.9772251,0.00008872318,0.002374289,0.0001693003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979569,0.0008129305,0.0001146624,0.00009643971,0.0004727289,0.0002922594,0.0001312884,0.00005576113,0.00006697384],"genre_scores_gemma":[0.9987681,0.000726252,0.00004528568,0.00005007651,0.00001222781,0.00003782723,0.00003986949,0.00001822274,0.0003021318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01984595,"threshold_uncertainty_score":0.5088484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319594905","doi":"10.3390/cmd4010008","title":"Erosion–Corrosion of Novel Electroless Ni-P-NiTi Composite Coating","year":2023,"lang":"en","type":"article","venue":"Corrosion and Materials Degradation","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Innovation Council; National Research Council Canada; Dalhousie University","funders":"National Research Council Canada","keywords":"Materials science; Corrosion; Metallurgy; Coating; Nickel titanium; Erosion corrosion; Composite number; Erosion; Toughness; Composite material; Shape-memory alloy","authors":[{"name":"Rielle Jensen","is_ca":true},{"name":"Zoheir Farhat","is_ca":true},{"name":"Md. Aminul Islam","is_ca":true},{"name":"George Jarjoura","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01466590183920099,"gpt":0.2276498178651581,"spread":0.2129839160259571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002640173,0.0002074612,0.0002958219,0.0002204316,0.0001719006,0.00008580468,0.0001016844,0.0001209608,0.00002868219],"category_scores_gemma":[0.00002366488,0.0002067849,0.0000356507,0.0003921959,0.00003436878,0.0002054426,0.00004795218,0.0001088543,0.00002253598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003865993,"about_ca_system_score_gemma":0.00001333885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002574826,"about_ca_topic_score_gemma":0.00001297923,"domain_scores_codex":[0.9987344,0.00004329602,0.0004460858,0.0002275874,0.000219198,0.0003294011],"domain_scores_gemma":[0.999507,0.00005290025,0.0001217105,0.0001584075,0.00008285317,0.00007710479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004133331,0.00002599039,0.0001164228,0.0001447707,0.00000234822,5.955221e-7,0.000105083,0.0002789122,0.995967,0.0009854198,0.0008265813,0.001505505],"study_design_scores_gemma":[0.0006759562,0.00009172622,0.002102299,0.000171656,0.00002193788,0.00001832143,0.00004846913,0.01666799,0.9797688,0.0001083556,0.0001060319,0.0002185127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605032,0.00009519009,0.03775156,0.00008119267,0.0005569044,0.0002138303,0.00003704023,0.0005880381,0.0001730572],"genre_scores_gemma":[0.9979628,0.0004621868,0.000691594,0.00007830116,0.00007814448,0.00003487531,0.0004756126,0.00004780453,0.0001686476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03745965,"threshold_uncertainty_score":0.8432446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308873849","doi":"10.3390/cmd3040035","title":"Degradation of Steel Wires in Bimetallic Aluminum–Steel Conductors Exposed to Severe Corrosion Conditions","year":2022,"lang":"en","type":"article","venue":"Corrosion and Materials Degradation","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"La Rochelle Université; Université de Sherbrooke","keywords":"Galvanization; Materials science; Corrosion; Metallurgy; Scanning electron microscope; Galvanic cell; Aluminium; Composite material; Galvanic corrosion; Layer (electronics)","authors":[{"name":"Alan Rondineau","is_ca":true},{"name":"Laurent Gaillet","is_ca":false},{"name":"Lamine Dieng","is_ca":false},{"name":"Sébastien Langlois","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02315831658445962,"gpt":0.2377299354597271,"spread":0.2145716188752675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004373254,0.0002329492,0.0003828373,0.0003446639,0.0001873011,0.00005700365,0.0001575876,0.00008623268,0.001089935],"category_scores_gemma":[0.0001000897,0.0002455289,0.0000505344,0.0004589718,0.0000498653,0.0002781392,0.0001528255,0.0001269945,0.00001496895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001596911,"about_ca_system_score_gemma":0.00004059893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005816351,"about_ca_topic_score_gemma":0.0000906346,"domain_scores_codex":[0.9982408,0.0002055718,0.0006575105,0.0003449988,0.0003154701,0.0002356968],"domain_scores_gemma":[0.9992431,0.000113051,0.0001328336,0.0003091608,0.00007528352,0.0001265704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001057497,0.00004574099,0.0009022325,0.00008961785,0.000001562946,0.000001789909,0.0003428248,0.0007584642,0.9949952,0.0004861434,0.001020102,0.001250559],"study_design_scores_gemma":[0.001703493,0.0003193668,0.0240773,0.0001137599,0.000039894,0.00003169999,0.001787488,0.003346525,0.9644389,0.0002182448,0.003372187,0.0005511713],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959084,0.0001206386,0.001034393,0.00008241407,0.001356503,0.0007520559,0.0004804447,0.0001603063,0.0001048367],"genre_scores_gemma":[0.9980012,0.00008873295,0.0002973689,0.0001126896,0.00002184594,0.0001728565,0.0008852026,0.00003473393,0.0003854166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03055634,"threshold_uncertainty_score":0.9999997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409048863","doi":"10.3390/cmd6020014","title":"Validation of Water Radiolysis Models Against Experimental Data in Support of the Prediction of the Radiation-Induced Corrosion of Copper-Coated Used Fuel Containers","year":2025,"lang":"en","type":"article","venue":"Corrosion and Materials Degradation","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Nuclear Waste Management Organization","funders":"Nuclear Waste Management Organization","keywords":"Radiolysis; Corrosion; Copper; Radiation; Materials science; Metallurgy; Irradiation; Nuclear physics; Physics","authors":[{"name":"Scott Briggs","is_ca":true},{"name":"Mehran Behazin","is_ca":true},{"name":"Fraser King","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03754988784423334,"gpt":0.2561139659470958,"spread":0.2185640781028624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007700774,0.0001371849,0.0003827642,0.0001063341,0.00007408486,0.00003226614,0.0003606984,0.0001074142,0.00009662567],"category_scores_gemma":[0.00007633398,0.00007763269,0.00004196862,0.0001742921,0.0001469949,0.0003898972,0.000306511,0.0000352365,8.304289e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003699081,"about_ca_system_score_gemma":0.00007017253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003222503,"about_ca_topic_score_gemma":0.00001342897,"domain_scores_codex":[0.9981321,0.0003463067,0.0008713043,0.0002442099,0.0002827688,0.0001233787],"domain_scores_gemma":[0.9987452,0.00003884104,0.0005097419,0.0005596733,0.0001281019,0.00001846377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002978484,0.00008627273,0.0007511221,0.0001958227,0.000003204778,5.085639e-8,0.0008645915,0.0001432543,0.9972403,0.0001867423,0.0001462098,0.00008457452],"study_design_scores_gemma":[0.0008990559,0.00008161081,0.002259122,0.0001933334,0.00004218348,6.912588e-7,0.0003131711,0.0007130759,0.9953091,0.00008242236,0.00003846558,0.0000678267],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974381,0.00005564912,0.0001008235,0.0001179894,0.001217275,0.0005552517,0.0004641951,0.0000122983,0.00003845763],"genre_scores_gemma":[0.9994553,0.00008789347,0.00005499243,0.00004266728,0.00001257613,0.00001390137,0.000277541,0.0000113059,0.00004379813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002017264,"threshold_uncertainty_score":0.3165769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411377288","doi":"10.3390/cmd6020025","title":"Microstructural and Mechanical Characterization of Corroded Aluminum Wires from ACSR Strand","year":2025,"lang":"en","type":"article","venue":"Corrosion and Materials Degradation","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Université Gustave Eiffel; Hydro-Québec; Université de Sherbrooke","keywords":"Aluminium; Characterization (materials science); Materials science; Metallurgy; Nanotechnology","authors":[{"name":"Laurent Gaillet","is_ca":false},{"name":"Alan Rondineau","is_ca":true},{"name":"Sébastien Langlois","is_ca":true},{"name":"Marc Demers","is_ca":true},{"name":"Lamine Dieng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01107051617401008,"gpt":0.2475479300266185,"spread":0.2364774138526085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002876687,0.0001672299,0.0003241558,0.0000853468,0.0001433264,0.0001509449,0.0001164327,0.0001193436,0.0005663371],"category_scores_gemma":[0.00004322096,0.0001448548,0.00002525159,0.00009373264,0.0001123532,0.0002527663,0.0001243331,0.00004019906,0.000006789774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001315762,"about_ca_system_score_gemma":0.00002489926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006780321,"about_ca_topic_score_gemma":0.00001193462,"domain_scores_codex":[0.9987192,0.0001314855,0.000483508,0.0003411612,0.0001726462,0.0001519722],"domain_scores_gemma":[0.9994329,0.00003724213,0.0002133175,0.0001859377,0.0000756085,0.00005498402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001239468,0.00002489171,0.0003799725,0.00003818974,0.000001414666,5.906079e-7,0.00007195064,7.520945e-8,0.9952857,0.0008772854,0.00004848087,0.003147508],"study_design_scores_gemma":[0.000655669,0.00004665446,0.01606159,0.0001079871,0.00006728391,0.000002773622,0.00006692014,0.0000481404,0.9819475,0.0006902325,0.0001710815,0.0001341904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938383,0.00008129021,0.004001783,0.0000860777,0.001317967,0.0003007234,0.000317096,0.00004341466,0.00001333997],"genre_scores_gemma":[0.9979503,0.0001988117,0.0009092878,0.0001092268,0.0000290134,0.00001828178,0.0004939001,0.00001026369,0.000280875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01568162,"threshold_uncertainty_score":0.6200994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401992592","doi":"10.3390/cmd5030016","title":"Effect of Heating Rate on Microstructure and Corrosion Resistance of Quenched and Tempered 8620 Low Carbon Alloy Steel","year":2024,"lang":"en","type":"article","venue":"Corrosion and Materials Degradation","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"College of Science and Engineering, University of Minnesota; University of British Columbia; Central Michigan University","keywords":"Microstructure; Materials science; Alloy; Corrosion; Metallurgy; Carbon fibers; Carbon steel; Composite material","authors":[{"name":"Sina Tajmiri","is_ca":false},{"name":"Waseem Haider","is_ca":false},{"name":"Ishraq Shabib","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008559727473793488,"gpt":0.2559817687072943,"spread":0.2474220412335008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001206272,0.0002452701,0.0004660035,0.0001247569,0.0001154279,0.0001460129,0.00008768331,0.0001365946,0.00008025939],"category_scores_gemma":[0.0001081807,0.0001871153,0.00003302957,0.0001278664,0.0001675618,0.0001268499,0.00009422556,0.00007029209,0.000002074108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002224731,"about_ca_system_score_gemma":0.00002353365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004323716,"about_ca_topic_score_gemma":0.00001299711,"domain_scores_codex":[0.9981951,0.0003869798,0.0005399433,0.0004556259,0.0002410476,0.0001813441],"domain_scores_gemma":[0.9992126,0.0002195502,0.0002270677,0.000208473,0.0000590326,0.00007323918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004301774,0.00001545089,0.0003512202,0.0009375163,0.000001142794,0.000003225791,0.0001932425,0.000001955455,0.9966264,0.0002894197,0.00004140487,0.001108893],"study_design_scores_gemma":[0.0006102601,0.00041889,0.001359461,0.001082617,0.0000737031,0.000008716096,0.0000506714,0.0001741253,0.9958974,0.0001080523,0.00004293468,0.000173185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974161,0.0009288681,0.00005079256,0.00003999817,0.0008800891,0.0004879874,0.0001215314,0.00005264488,0.00002199879],"genre_scores_gemma":[0.9989794,0.0003051093,0.0002932507,0.00002777024,0.00003517779,0.0000255697,0.00005613002,0.00002456133,0.0002530042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001563337,"threshold_uncertainty_score":0.7630339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405315437","doi":"10.3390/cmd5040029","title":"Ascorbic Acid, Ascorbate, and Dehydroascorbic Acid as Green Corrosion Inhibitors: A Computational Investigation","year":2024,"lang":"en","type":"article","venue":"Corrosion and Materials Degradation","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada","funders":"Fundação Amazônia Paraense de Amparo à Pesquisa; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Dehydroascorbic acid; Ascorbic acid; Chemistry; Corrosion; Biochemistry; Nuclear chemistry; Food science; Organic chemistry","authors":[{"name":"Bruno De Souza","is_ca":false},{"name":"Mateus R. Lage","is_ca":false},{"name":"Adenílson O. dos Santos","is_ca":false},{"name":"Francisco F. de Sousa","is_ca":false},{"name":"Rodrigo Gester","is_ca":false},{"name":"Stanislav R. Stoyanov","is_ca":true},{"name":"Tarciso Andrade‐Filho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01734254816370996,"gpt":0.2551635979371653,"spread":0.2378210497734554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006712924,0.000388189,0.0003622639,0.000329293,0.0004363346,0.0009381726,0.0001265684,0.0002386682,0.000703425],"category_scores_gemma":[0.00008230153,0.0003479373,0.00005958766,0.0003244651,0.000234546,0.001340198,0.0002030188,0.0001569954,0.0004207168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023948,"about_ca_system_score_gemma":0.0001196136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002001258,"about_ca_topic_score_gemma":0.00004482556,"domain_scores_codex":[0.9973493,0.0002332663,0.0007027876,0.0008394125,0.0005296998,0.0003455955],"domain_scores_gemma":[0.9990627,0.00009259404,0.0002012857,0.0002425854,0.00014784,0.0002529745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009943059,0.00003363319,0.0001509865,0.0001845939,6.736471e-7,0.00001328271,0.0003946606,0.000006917598,0.9916269,0.001776245,0.001065959,0.004646686],"study_design_scores_gemma":[0.0005875785,0.0003257971,0.00117575,0.0006736303,0.00007490709,0.0002371312,0.000141105,0.001634267,0.9883984,0.005618826,0.0006903874,0.0004422159],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840891,0.001027726,0.01065446,0.0005358045,0.002450149,0.0005977676,0.0001329724,0.0004497763,0.00006222066],"genre_scores_gemma":[0.9965004,0.0002651651,0.001170719,0.0003614348,0.0002465452,0.0001006657,0.0008036799,0.00005488246,0.0004965218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01241126,"threshold_uncertainty_score":0.9998972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402365978","doi":"10.3390/cmd5030018","title":"Investigating the Fatigue Response of Cathodically Charged Cold-Finished Mild Steel to Varied Hydrogen Concentrations","year":2024,"lang":"en","type":"article","venue":"Corrosion and Materials Degradation","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hydrogen; Metallurgy; Materials science; Forensic engineering; Chemistry; Engineering; Organic chemistry","authors":[{"name":"Emmanuel Sey","is_ca":true},{"name":"Zoheir Farhat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04469444529136549,"gpt":0.3027039367408725,"spread":0.258009491449507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002274038,0.0001951211,0.0002793535,0.0001038606,0.0003436182,0.0003761743,0.0002523751,0.00009839446,0.0006606426],"category_scores_gemma":[0.000418514,0.0001417872,0.00004761816,0.0003115842,0.0001689315,0.000232776,0.0001301463,0.00007481087,0.00008371594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003409172,"about_ca_system_score_gemma":0.0001413157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003866211,"about_ca_topic_score_gemma":0.000009908741,"domain_scores_codex":[0.997648,0.0006132899,0.0006770504,0.0003995214,0.000410669,0.0002514809],"domain_scores_gemma":[0.9989493,0.0003068993,0.0001659198,0.0003230698,0.0001071793,0.00014762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009213278,0.00003009102,0.0000956029,0.00004890849,0.000001510007,0.000001719886,0.0008242438,0.0000104044,0.9935721,0.00402986,0.001068174,0.0002252374],"study_design_scores_gemma":[0.0002368348,0.00011685,0.0007248638,0.0001663766,0.00006234957,0.000005621025,0.0001718523,0.0003284729,0.9957994,0.0001596954,0.002057777,0.0001699706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919676,0.0002092086,0.004670473,0.0007990017,0.001223394,0.000739788,0.0001996311,0.0001615603,0.00002933801],"genre_scores_gemma":[0.9960064,0.0000353889,0.002758023,0.0004020058,0.00006925484,0.0001507884,0.00007944016,0.00002456854,0.0004741158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004038809,"threshold_uncertainty_score":0.7233573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413542760","doi":"10.3390/cmd6030039","title":"Optimizing Anti-Corrosive Properties of Polyester Powder Coatings Through Montmorillonite-Based Nanoclay Additive and Film Thickness","year":2025,"lang":"en","type":"article","venue":"Corrosion and Materials Degradation","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Queen's University; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Queen's University; Government of Canada","keywords":"Montmorillonite; Polyester; Materials science; Composite material","authors":[{"name":"Marshall Shuai Yang","is_ca":true},{"name":"Chengqian Xian","is_ca":true},{"name":"Jian Chen","is_ca":true},{"name":"Yolanda S. Hedberg","is_ca":true},{"name":"James J. Noël","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01632980568932764,"gpt":0.2348014184038708,"spread":0.2184716127145432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002433884,0.0002252632,0.0003908954,0.0000947875,0.000283331,0.0002422376,0.0001205305,0.0001198365,0.000147344],"category_scores_gemma":[0.00006093926,0.0001663515,0.00003143103,0.0001250194,0.0002525107,0.0004814135,0.0001407477,0.00005281104,0.000007111771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002065,"about_ca_system_score_gemma":0.00006350275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004198804,"about_ca_topic_score_gemma":0.0000111577,"domain_scores_codex":[0.9986534,0.0001643461,0.0004302843,0.0003556607,0.0001693388,0.000227019],"domain_scores_gemma":[0.9992847,0.00007383261,0.0002506714,0.000185682,0.0001618259,0.00004332656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002438087,0.00003078752,0.0002393441,0.0002294481,0.000002439074,9.279192e-7,0.0008003926,0.000008809141,0.9973973,0.0004446925,0.0001699543,0.0004321093],"study_design_scores_gemma":[0.0006404063,0.0001017304,0.0005723398,0.0007481055,0.00004935502,0.00000563644,0.0004171542,0.000209912,0.9966769,0.00006819155,0.000309874,0.0002003806],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939979,0.001646708,0.00267591,0.0002590723,0.0006639618,0.0004319421,0.0001299233,0.00006423907,0.0001303229],"genre_scores_gemma":[0.9968485,0.0001676257,0.001667536,0.0005425511,0.00002830233,0.00005407723,0.00005404089,0.00001694129,0.00062045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002850555,"threshold_uncertainty_score":0.6783618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411927618","doi":"10.3390/cmd6030028","title":"A Comparative Study of the Tensile Behavior of Wrought 44W Steel, Monel 400, 304L Stainless Steel, and Arc-Directed Energy Deposited 308L Stainless Steel in Simulated Hydrogen Environments","year":2025,"lang":"en","type":"article","venue":"Corrosion and Materials Degradation","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Monel; Materials science; Metallurgy; Ultimate tensile strength; Hydrogen; Arc (geometry); Alloy; Engineering; Mechanical engineering","authors":[{"name":"Emmanuel Sey","is_ca":true},{"name":"Zoheir Farhat","is_ca":true},{"name":"Ali Nasiri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0190622579749809,"gpt":0.2690302030378388,"spread":0.2499679450628579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005785663,0.0003478231,0.0008345217,0.0002482575,0.000234033,0.00009489331,0.0003225732,0.0001616906,0.0000923593],"category_scores_gemma":[0.00004020932,0.0002719307,0.00004947693,0.0004773403,0.0002251195,0.0002472996,0.000429693,0.00009263681,0.000001821552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007232439,"about_ca_system_score_gemma":0.00005883277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004541848,"about_ca_topic_score_gemma":0.0002972164,"domain_scores_codex":[0.9966117,0.0008528486,0.001117899,0.0005804478,0.0005167967,0.0003203505],"domain_scores_gemma":[0.9985663,0.0001208949,0.0006053328,0.0005036848,0.0001252365,0.00007857501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003377872,0.0009882723,0.01262515,0.0000599811,0.000009356594,0.00000500364,0.001327568,0.0001057364,0.9839724,0.0001368086,0.00002242487,0.0004095125],"study_design_scores_gemma":[0.002348905,0.0002446809,0.04840196,0.000190302,0.0002245864,0.000002929838,0.00343153,0.0005984547,0.9442022,0.00005155224,0.00005938449,0.0002435203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997368,0.0002573041,0.0002102065,0.00001439038,0.0004366901,0.001487476,0.0001648792,0.000041895,0.0000191808],"genre_scores_gemma":[0.9989122,0.0001066703,0.0001169427,0.00003811405,0.000009869697,0.0001360146,0.00009586354,0.00002234646,0.0005620501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0397702,"threshold_uncertainty_score":0.9999733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}