{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003991973,0.001160027,0.001285967,0.002581686,0.0003076128,0.0007808506,0.0007478113,0.0007705916,0.003343685],"category_scores_gemma":[0.0005694767,0.0004752204,0.0007181471,0.002934936,0.0002577733,0.0009988378,0.0004132934,0.0008221047,0.00155391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000449912,"about_ca_system_score_gemma":0.0008721224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00143812,"about_ca_topic_score_gemma":0.002004234,"domain_scores_codex":[0.9997911,0.00002440378,0.00003292153,0.00004265062,0.00008770907,0.00002125799],"domain_scores_gemma":[0.9997167,0.0001091295,0.00005178919,0.00001001212,0.00009590974,0.00001630179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001072784,0.0002209718,0.0002910049,0.1026641,0.0002006105,0.0003662404,0.0001893186,0.001405691,0.01478242,0.004918214,0.03148017,0.843374],"study_design_scores_gemma":[0.000008924315,0.0003324419,0.001427331,0.006591018,0.000224625,0.001072251,0.00007535606,0.0001667769,0.004469735,0.0008933952,0.9847031,0.00003502752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006015573,0.997372,0.0001895132,0.00008476395,0.0001637498,0.000008278251,0.00005423134,0.00001065043,0.001515115],"genre_scores_gemma":[0.001594444,0.9971452,0.0002379647,0.00005707389,0.0000746044,0.000008356377,0.00005311102,0.000002166689,0.0008270605],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003343685,"threshold_uncertainty_score":0.01118571,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009410994,0.002057105,0.002380726,0.001758366,0.0003589516,0.001514246,0.002555336,0.001795248,0.002488702],"category_scores_gemma":[0.001520567,0.001110473,0.00199884,0.003085762,0.0005270942,0.002299127,0.0007244615,0.001385733,0.002437626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009587515,"about_ca_system_score_gemma":0.001457269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005362744,"about_ca_topic_score_gemma":0.002984086,"domain_scores_codex":[0.9995795,0.00007537504,0.00006840321,0.00009409335,0.0001563452,0.00002633037],"domain_scores_gemma":[0.9991973,0.0003366259,0.0001109741,0.00005025764,0.0002821604,0.0000225832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001134942,0.0001885555,0.001433718,0.02877962,0.0004650744,0.0004379925,0.000192367,0.3807904,0.01108773,0.03368671,0.03672997,0.5060944],"study_design_scores_gemma":[0.00002961173,0.0003766835,0.002445334,0.005832106,0.0005593258,0.0009294396,0.0001630429,0.2542702,0.00766166,0.02761568,0.6998962,0.0002206085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00371951,0.8778771,0.1082918,0.001027113,0.0008099055,0.0000831563,0.000759133,0.0003891632,0.00704309],"genre_scores_gemma":[0.01903058,0.9559197,0.01959708,0.0002383154,0.0006780156,0.0001222699,0.0008635165,0.00008977584,0.003460659],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005362744,"threshold_uncertainty_score":0.01066309,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002617662,0.0004237723,0.0004220224,0.0003594437,0.0008930337,0.0005100839,0.0007608247,0.0007445095,0.001845331],"category_scores_gemma":[0.0003645058,0.0002865813,0.0006264276,0.0003239024,0.0005919642,0.0005996528,0.0004733697,0.0005566831,0.0001873056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008211386,"about_ca_system_score_gemma":0.0006298009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008871841,"about_ca_topic_score_gemma":0.006829697,"domain_scores_codex":[0.9998312,0.00001964849,0.000005876826,0.00001835434,0.00006732943,0.00005755158],"domain_scores_gemma":[0.9998652,0.0000583953,0.00001773962,0.00001131047,0.00003421208,0.00001316003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007404015,0.0005378684,0.02083019,0.002175098,0.0002312635,0.003230028,0.0008945476,0.5796562,0.316263,0.05524838,0.003635357,0.0165576],"study_design_scores_gemma":[0.00007449648,0.0003192346,0.01090022,0.00006171346,0.00004858816,0.0002542388,0.0005973064,0.9433752,0.03436417,0.008267777,0.00168034,0.00005685826],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981357,0.001555837,0.00639426,0.0004839496,0.00006952626,0.00003108239,0.0003683907,0.00007656413,0.009663413],"genre_scores_gemma":[0.997815,0.0005397743,0.000817636,0.00004463827,0.000007888394,0.00002239792,0.0001892236,0.00001278403,0.0005506236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008871841,"threshold_uncertainty_score":0.01764041,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001134621,0.002327246,0.002556355,0.002335822,0.0003308447,0.001666322,0.002824714,0.001824794,0.002733147],"category_scores_gemma":[0.001941078,0.001138437,0.002510138,0.003924678,0.0005474443,0.002607817,0.0007594913,0.001481171,0.002599747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159281,"about_ca_system_score_gemma":0.001773104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005801322,"about_ca_topic_score_gemma":0.002841099,"domain_scores_codex":[0.9994072,0.0001042451,0.0001046366,0.000112782,0.0002388602,0.00003232178],"domain_scores_gemma":[0.9989554,0.0004685397,0.0001526964,0.00005712365,0.0003394629,0.00002681798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001366617,0.0002068736,0.001186816,0.05239194,0.0005286,0.0004968895,0.0001898359,0.1950822,0.009987909,0.02732048,0.05966807,0.6528037],"study_design_scores_gemma":[0.00002944629,0.0003664424,0.002160892,0.008748678,0.0006151937,0.0008084999,0.0001240713,0.07668175,0.005722646,0.01622843,0.8883088,0.0002052395],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001781768,0.9517003,0.0390186,0.0008006605,0.0007164146,0.00007291365,0.0006813566,0.0002593357,0.004968648],"genre_scores_gemma":[0.007980485,0.9790611,0.009206229,0.000241043,0.0004511796,0.0000922303,0.000722199,0.0000524056,0.002193219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005801322,"threshold_uncertainty_score":0.01153511,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002451614,0.0005192722,0.0002354355,0.0002450296,0.0001165299,0.0003986387,0.0001783182,0.0002728642,0.0006034261],"category_scores_gemma":[0.0005148842,0.0001638419,0.0002550728,0.000193699,0.0001551511,0.0002682144,0.0001721704,0.0004472751,0.0002276377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001856305,"about_ca_system_score_gemma":0.0001739961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001408224,"about_ca_topic_score_gemma":0.002576353,"domain_scores_codex":[0.999765,0.00004166971,0.0000239506,0.00005090332,0.00007118641,0.00004729495],"domain_scores_gemma":[0.9996473,0.00005764848,0.0001264058,0.00002547167,0.00008561678,0.00005761721],"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":[0.000147161,0.00002687257,0.0002567276,0.0000388451,0.000009858649,0.00004086031,0.00002119922,0.0001515464,0.9981718,0.00001376576,0.00001228908,0.001109023],"study_design_scores_gemma":[0.000003994034,0.0005022505,0.003564709,0.00000451827,0.00002295052,0.00003644197,0.00002121049,0.000608625,0.9948418,0.000004563706,0.0003820494,0.000006889906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983367,0.0005907317,0.0004387416,0.00001573097,0.000008934077,0.00001233549,0.00007301582,0.00002203969,0.0005017074],"genre_scores_gemma":[0.9974203,0.0004664329,0.001035825,0.0000159394,0.000006472938,0.000008955429,0.00009681581,0.00001540646,0.0009338102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001408224,"threshold_uncertainty_score":0.002800047,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001648333,0.0003337516,0.0002408499,0.0001924666,0.0001260876,0.0002154934,0.0003893935,0.0003125118,0.0004231762],"category_scores_gemma":[0.0002338159,0.0001984716,0.0001976392,0.0001800872,0.000122395,0.0002288647,0.0001643907,0.0003936457,0.000176752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002005227,"about_ca_system_score_gemma":0.0001028647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007260332,"about_ca_topic_score_gemma":0.001921876,"domain_scores_codex":[0.9997918,0.00001060498,0.00001474636,0.00004789587,0.0001061384,0.00002878428],"domain_scores_gemma":[0.9998543,0.00001459484,0.00003575034,0.00001491572,0.00006296302,0.00001746827],"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":[0.00002399783,0.000008014804,0.00008211982,0.00003594649,0.000002382044,0.00004454056,0.00001016012,0.00008205234,0.998508,0.00001256566,0.00002304213,0.001167024],"study_design_scores_gemma":[0.000002295659,0.0001150305,0.00235321,0.000002933471,0.000008041811,0.00009570924,0.00001306687,0.001240333,0.9955028,0.000004078564,0.0006585561,0.000004024908],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993779,0.0008456453,0.003616311,0.00002634714,0.00003706694,0.00001863672,0.00009205443,0.00007224381,0.001512631],"genre_scores_gemma":[0.9909046,0.0005395869,0.005822805,0.00001633419,0.000006146235,0.00001404841,0.0001446532,0.00001852561,0.002533349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007260332,"threshold_uncertainty_score":0.00145489,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000155833,0.0002788709,0.0001595542,0.0002399722,0.000133929,0.0001662818,0.0001836754,0.000300333,0.0009126268],"category_scores_gemma":[0.0002366305,0.0001490149,0.0001276125,0.0001746434,0.0002073909,0.0001693387,0.000144434,0.0001863743,0.0002438907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544148,"about_ca_system_score_gemma":0.00008385118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006902086,"about_ca_topic_score_gemma":0.001055251,"domain_scores_codex":[0.999862,0.00001925123,0.000009260478,0.00003494835,0.00004898045,0.00002557414],"domain_scores_gemma":[0.9997997,0.00002067611,0.00006823009,0.00001690576,0.00006910149,0.00002541583],"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":[0.00008990448,0.00001399346,0.0009985948,0.0000236096,0.000004963735,0.0001325889,0.00004793465,0.0001524788,0.9975893,0.00001757008,0.00001346461,0.0009155161],"study_design_scores_gemma":[0.00000524497,0.0007491956,0.03106814,0.00001083615,0.00002142168,0.0003119041,0.0002231931,0.00150073,0.965221,0.00003404354,0.0008470675,0.000007064229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988756,0.0001943443,0.0005101681,0.000006118905,0.000005529932,0.0000046174,0.00004783213,0.00001346933,0.0003424249],"genre_scores_gemma":[0.9976156,0.0001276041,0.0006435738,0.000008611861,0.000003088257,0.000006264014,0.0001182724,0.000007420498,0.001469725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009126268,"threshold_uncertainty_score":0.003053069,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001153046,0.001089801,0.0009156504,0.0005366341,0.000292632,0.0007554204,0.001434009,0.001155665,0.0007156975],"category_scores_gemma":[0.002222263,0.0003559776,0.0008158276,0.0005020033,0.0003868529,0.0007153279,0.0004016696,0.0006858507,0.0003151523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00120672,"about_ca_system_score_gemma":0.0007352225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01160422,"about_ca_topic_score_gemma":0.0065507,"domain_scores_codex":[0.9994573,0.0001161998,0.00005225752,0.0001385974,0.0001774335,0.00005817757],"domain_scores_gemma":[0.9986399,0.0006332745,0.0001421542,0.0001263847,0.0004294447,0.0000288654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002550547,0.0001956171,0.003781865,0.0002686945,0.00004247264,0.0001182216,0.0000780039,0.9230672,0.06270567,0.0004538497,0.0001994561,0.008833876],"study_design_scores_gemma":[0.00002224516,0.000258006,0.000897832,0.000008586799,0.00001526801,0.00001359777,0.0000262725,0.924875,0.0734909,0.0001150427,0.0002627016,0.0000145816],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571558,0.0004061228,0.0394102,0.00008001744,0.0000308435,0.0001358245,0.0005806496,0.0003516439,0.001848863],"genre_scores_gemma":[0.9887411,0.0003054711,0.009586086,0.00001136266,0.000004864126,0.00009780422,0.0003638174,0.00002920684,0.0008603013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01160422,"threshold_uncertainty_score":0.02307338,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000122731,0.0001908366,0.0001236884,0.0004483489,0.0001665381,0.0001697225,0.0001564837,0.0002468409,0.0009879217],"category_scores_gemma":[0.0002073599,0.0001349027,0.0001283266,0.0002092608,0.0001998995,0.0001490525,0.0001316142,0.0001892843,0.0002043652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009989211,"about_ca_system_score_gemma":0.00005852448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008137666,"about_ca_topic_score_gemma":0.001675724,"domain_scores_codex":[0.999886,0.000009744965,0.000007633076,0.00002404319,0.0000564278,0.00001617327],"domain_scores_gemma":[0.9997825,0.00002634757,0.00006727166,0.0000188196,0.00008680305,0.00001841383],"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":[0.00004822061,0.00000680572,0.001983658,0.00003762774,0.000004121529,0.0002026716,0.0001134779,0.0002802834,0.9955297,0.00002606246,0.00002438754,0.001742921],"study_design_scores_gemma":[0.000003415688,0.0006861192,0.1139519,0.00001958445,0.000034948,0.0006980535,0.0006168201,0.002031079,0.8792324,0.00005644451,0.00265555,0.00001368548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974952,0.0003109308,0.001215897,0.00001141436,0.000005790915,0.00000851487,0.0001761363,0.00002332157,0.0007527334],"genre_scores_gemma":[0.9971322,0.0001596559,0.0007550048,0.00001049928,0.000003614231,0.00001142783,0.0001981336,0.00001195492,0.001717633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009879217,"threshold_uncertainty_score":0.003304899,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002235747,0.0002231515,0.0001982791,0.0001746244,0.0001393069,0.0002456619,0.0001982513,0.0002309161,0.000815856],"category_scores_gemma":[0.00066368,0.0002192802,0.0001816521,0.0001579978,0.0002037185,0.0001884227,0.00008550429,0.0002320605,0.0001773681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910874,"about_ca_system_score_gemma":0.0001076478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175944,"about_ca_topic_score_gemma":0.003107984,"domain_scores_codex":[0.9998096,0.00002247494,0.00001562985,0.00004999788,0.00007116691,0.00003121009],"domain_scores_gemma":[0.9997075,0.00005661133,0.00007890052,0.00003768402,0.00009530708,0.00002390903],"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":[0.0002065199,0.00001331675,0.0008383017,0.00003592047,0.000009373963,0.00006262969,0.00005864284,0.0004303143,0.9963571,0.00003146901,0.00003415185,0.00192213],"study_design_scores_gemma":[0.000007831134,0.0004267126,0.01664891,0.000004070488,0.00002094434,0.00009416071,0.00004442982,0.001591079,0.9805603,0.00001074441,0.0005809964,0.000009876717],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982674,0.0002636254,0.0007875461,0.00001537743,0.000009577047,0.00001001623,0.00007527932,0.00004204251,0.0005291785],"genre_scores_gemma":[0.9984983,0.0001052189,0.0007646758,0.000009683125,0.00000351711,0.000005872614,0.00007706192,0.00002066888,0.000514958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001175944,"threshold_uncertainty_score":0.002729356,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003872318,0.0007111439,0.001291598,0.0009646325,0.0007149183,0.0008805878,0.001209971,0.001277472,0.004134895],"category_scores_gemma":[0.0007461584,0.0004570357,0.001098596,0.0009074995,0.0004057929,0.0005717183,0.0005024179,0.0006198475,0.0002945645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007812883,"about_ca_system_score_gemma":0.001234898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01350886,"about_ca_topic_score_gemma":0.01660693,"domain_scores_codex":[0.9999012,0.00002444635,0.000003874701,0.00001211591,0.00002632117,0.00003196851],"domain_scores_gemma":[0.9995118,0.0003309109,0.00003125193,0.00002456159,0.00007447174,0.00002704632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002287738,0.0002707886,0.003389047,0.0005174603,0.0001666436,0.0003937832,0.00004456405,0.9739173,0.002524884,0.0109961,0.001904294,0.005646402],"study_design_scores_gemma":[0.00005738033,0.00009204264,0.0005065854,0.00001907318,0.00005640691,0.00002920873,0.00005588293,0.9961547,0.0004249035,0.001742128,0.0008542684,0.000007450567],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523916,0.003586705,0.0114898,0.001098149,0.0000948294,0.0000771504,0.001794044,0.0001616529,0.02930613],"genre_scores_gemma":[0.9814878,0.001877845,0.01131989,0.0002713698,0.00004417165,0.0001426785,0.00129301,0.00005138791,0.00351181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01350886,"threshold_uncertainty_score":0.02686048,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002477808,0.0002627682,0.000294034,0.0001802594,0.0001693936,0.0001944998,0.0003432915,0.000491686,0.0009435698],"category_scores_gemma":[0.0004068175,0.0001357171,0.0002526043,0.0001590104,0.0002727822,0.0003312003,0.0001583844,0.0003223695,0.0001270254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002405335,"about_ca_system_score_gemma":0.0001139752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374591,"about_ca_topic_score_gemma":0.002692568,"domain_scores_codex":[0.9997925,0.00001781553,0.00001224774,0.00004323582,0.00009483318,0.00003927711],"domain_scores_gemma":[0.9997191,0.00005851508,0.00004494395,0.0000246227,0.0001322696,0.00002056393],"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":[0.0000580962,0.000006149196,0.0002187213,0.00002832185,0.000004377119,0.00003023705,0.00002753293,0.00008981295,0.9985726,0.00000897355,0.00001096945,0.0009442061],"study_design_scores_gemma":[0.000007116233,0.0008050479,0.009713755,0.000005450152,0.00001381079,0.00008235171,0.0001070962,0.001744076,0.9867714,0.00002086342,0.0007186089,0.00001048435],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982296,0.0002954927,0.001130151,0.00001905198,0.00001005962,0.00001065271,0.00007875481,0.00001242114,0.0002137885],"genre_scores_gemma":[0.9974551,0.0002520717,0.001285112,0.00003060257,0.000007646697,0.00001496413,0.0001757835,0.000007856177,0.0007710042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001374591,"threshold_uncertainty_score":0.003156543,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002609864,0.0004005345,0.0003289686,0.000208377,0.00008234123,0.0003426681,0.0002603549,0.0002655942,0.0003397499],"category_scores_gemma":[0.0003897758,0.0001531541,0.0002710318,0.0001438523,0.0001539444,0.0002469158,0.0001246937,0.000286839,0.0001300912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002347895,"about_ca_system_score_gemma":0.00017734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008575267,"about_ca_topic_score_gemma":0.002567276,"domain_scores_codex":[0.9997606,0.00002924571,0.000024831,0.0000575095,0.0000979555,0.00002989116],"domain_scores_gemma":[0.9997764,0.00005467256,0.00008604033,0.00001689312,0.0000508498,0.00001512242],"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":[0.00003144596,0.00001436188,0.00008718501,0.00004049317,0.000004607265,0.000009584962,0.000004654896,0.000198875,0.9985009,0.000008188988,0.000004093095,0.001095517],"study_design_scores_gemma":[0.000002548791,0.0002291722,0.0009025156,0.000002474698,0.00001725691,0.0000190312,0.000006760033,0.001198426,0.997437,0.000003405095,0.0001785285,0.000002912671],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951741,0.0008177155,0.00344128,0.00001695288,0.00001129117,0.00002026368,0.00004729892,0.00004017018,0.0004310464],"genre_scores_gemma":[0.9930456,0.0005768549,0.005832196,0.00001216014,0.000004332173,0.00001576374,0.00004837483,0.00001192976,0.0004526398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008575267,"threshold_uncertainty_score":0.00170511,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002257702,0.0002876165,0.0002623096,0.0002629398,0.0002238509,0.0001948852,0.0002874715,0.0003778306,0.001070546],"category_scores_gemma":[0.0003066708,0.0001884362,0.000189136,0.000254995,0.0002209396,0.0002363698,0.0001463891,0.0002111537,0.000208412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002213134,"about_ca_system_score_gemma":0.000148748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001620793,"about_ca_topic_score_gemma":0.006651076,"domain_scores_codex":[0.999755,0.00002083363,0.00001598078,0.00003681935,0.0001381248,0.00003325644],"domain_scores_gemma":[0.9997383,0.00003052072,0.00005184218,0.00002706989,0.0001213907,0.00003080072],"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":[0.00006339652,0.000007860403,0.0008251914,0.00004405804,0.000005867383,0.0001051707,0.00004670649,0.0002989419,0.9967703,0.00001862077,0.0000289541,0.001785059],"study_design_scores_gemma":[0.000005721194,0.0008357499,0.03036697,0.000008174929,0.0000233098,0.0002227023,0.0002969951,0.001893669,0.9644506,0.00002789557,0.001851271,0.00001689256],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984095,0.0002102224,0.0005952227,0.00001405019,0.000008218813,0.000007994211,0.0001321999,0.0000238416,0.0005988416],"genre_scores_gemma":[0.9969519,0.0001777792,0.0009599422,0.00001315987,0.00000290818,0.000008696309,0.0002042419,0.00001164318,0.001669623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001620793,"threshold_uncertainty_score":0.003581405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}