{"meta":{"query_hash":"bdaf7c506466","filters":{"venue":"ICAA13: 13th International Conference on Aluminum Alloys"},"cohort_total":8,"direct_labels_cover":0,"predictions_cover":8,"exported":8,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/bdaf7c506466","api":"https://metacan.xera.ac/api/v1/cohort?venue=ICAA13%3A+13th+International+Conference+on+Aluminum+Alloys"},"results":[{"id":"W1583410607","doi":"10.1002/9781118495292.ch214","title":"Impact Toughness Enhancement of Melt Treated Al‐Si‐Mg Cast Alloy","year":2012,"lang":"en","type":"other","venue":"ICAA13: 13th International Conference on Aluminum Alloys","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Alloy; Materials science; Toughness; Metallurgy; Composite material","score_opus":0.027043710187965694,"score_gpt":0.27792367092885145,"score_spread":0.25087996074088575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1583410607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844177,0.0012980558,0.0013937112,0.00005825937,0.000082864484,0.000034335222,0.0005478771,0.0001169377,0.012050281],"genre_scores_gemma":[0.9861876,0.00037839232,0.0009384665,0.000025514837,0.000011956852,0.000015508507,0.00031663655,0.00003865967,0.012087366],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998179,0.0000063908888,0.0000052963082,0.00003488254,0.000103735016,0.000031850155],"domain_scores_gemma":[0.99991167,0.000014779755,0.00001745551,0.000008428642,0.000036240235,0.000011435623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000095259544,0.0002781948,0.0002686316,0.0003269475,0.0003387641,0.00023615158,0.00025983987,0.0003120337,0.0082604345],"category_scores_gemma":[0.00016437986,0.0002068867,0.0002474154,0.0002735474,0.00020441646,0.0002141908,0.0002162053,0.00038719588,0.0008127371],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017790915,0.000016466376,0.0002705004,0.00010201012,0.0000057310663,0.00007173018,0.00007812635,0.0003654161,0.9954659,0.000115701136,0.00021728894,0.0031132938],"study_design_scores_gemma":[0.000005483364,0.00020569382,0.007139621,0.000010608218,0.000012983758,0.000047424724,0.000080863814,0.0011598698,0.98890287,0.000030158504,0.0023948683,0.000009405605],"about_ca_topic_score_codex":0.0020361925,"about_ca_topic_score_gemma":0.0058096475,"teacher_disagreement_score":0.0082604345,"about_ca_system_score_codex":0.00031603474,"about_ca_system_score_gemma":0.00019996006,"threshold_uncertainty_score":0.027633905},"labels":[],"label_agreement":null},{"id":"W3114194633","doi":"10.1002/9781118495292.ch279","title":"Microstructure and Mechanical Properties of AA2195 DC Cast Ingot Plates","year":2012,"lang":"en","type":"other","venue":"ICAA13: 13th International Conference on Aluminum Alloys","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Cegep Edouard Montpetit; Université de Sherbrooke; Université du Québec à Chicoutimi","funders":"","keywords":"Ingot; Microstructure; Acknowledgement; Materials science; Metallurgy; Composite material; Computer science","score_opus":0.027883788589710266,"score_gpt":0.2304607533170024,"score_spread":0.2025769647272921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114194633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97983426,0.00083209045,0.0014609367,0.000034522916,0.000044770408,0.00004179624,0.0040721116,0.00012460312,0.013554853],"genre_scores_gemma":[0.98018163,0.00037922055,0.00211284,0.000025923424,0.000008421065,0.000036706642,0.0021733756,0.000040164312,0.015041816],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996797,0.000006173262,0.000009863527,0.000052380132,0.00022527222,0.000026701919],"domain_scores_gemma":[0.9997911,0.000029461686,0.000032724012,0.000021019643,0.0001095192,0.000016168478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018381332,0.0002575748,0.00020144008,0.00044348955,0.00043298403,0.00030008488,0.0004131418,0.00028766776,0.005712436],"category_scores_gemma":[0.00023170498,0.0002136393,0.00019674274,0.00054373237,0.00019290429,0.00023993106,0.00011499729,0.00029574556,0.0010539246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021325106,0.00004411197,0.0021159023,0.0001941088,0.000009897446,0.00012122796,0.00014646469,0.001960851,0.98550886,0.00042230656,0.00086901936,0.008394117],"study_design_scores_gemma":[0.00001134453,0.0002941202,0.06907807,0.000019979123,0.000021316057,0.00007342619,0.00020907306,0.0028134242,0.92205286,0.00007500411,0.0053263977,0.000025112187],"about_ca_topic_score_codex":0.006973543,"about_ca_topic_score_gemma":0.0138204545,"teacher_disagreement_score":0.006973543,"about_ca_system_score_codex":0.000514908,"about_ca_system_score_gemma":0.00043791762,"threshold_uncertainty_score":0.019110024},"labels":[],"label_agreement":null},{"id":"W4230939151","doi":"10.1002/9781118495292.ch75","title":"Fatigue Crack Growth Behavior of 2099‐T83 Extrusions in Two Different Environments","year":2012,"lang":"en","type":"other","venue":"ICAA13: 13th International Conference on Aluminum Alloys","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université Laval","funders":"","keywords":"Materials science; Forensic engineering; Engineering","score_opus":0.04021568377402418,"score_gpt":0.2888490656151025,"score_spread":0.2486333818410783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230939151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972972,0.00012559685,0.0005240244,0.000013018839,0.0000058776504,0.00000840339,0.0006934077,0.000050360224,0.0012821759],"genre_scores_gemma":[0.9925528,0.000118799675,0.0015654818,0.00001874212,0.0000033348422,0.000029670136,0.0012343385,0.000052270338,0.004424548],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972457,0.000014655633,0.00002189908,0.00008298588,0.000096709104,0.00005919393],"domain_scores_gemma":[0.9995784,0.00010355007,0.000062586616,0.000036820293,0.00019082225,0.000027842174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002890509,0.00021842256,0.0005024662,0.0003439916,0.00060325617,0.00036166178,0.00032594008,0.00070502015,0.0053751855],"category_scores_gemma":[0.00038033407,0.0003022905,0.00031401016,0.00041456718,0.0002555838,0.00041446366,0.00018794986,0.00040104627,0.0009939048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013709626,0.00013712273,0.008856995,0.00013220258,0.000015781865,0.0004368422,0.00048761466,0.0023787161,0.9738884,0.00016968948,0.00068064674,0.011444989],"study_design_scores_gemma":[0.00004566088,0.0010792249,0.1316313,0.00003398757,0.000043874094,0.00026883776,0.0005263368,0.0073904,0.85544556,0.00007085969,0.0034211322,0.00004287459],"about_ca_topic_score_codex":0.0024313014,"about_ca_topic_score_gemma":0.006113659,"teacher_disagreement_score":0.0053751855,"about_ca_system_score_codex":0.0002750055,"about_ca_system_score_gemma":0.00023031209,"threshold_uncertainty_score":0.017981768},"labels":[],"label_agreement":null},{"id":"W4234658280","doi":"10.1002/9781118495292.ch178","title":"The Effect of Natural Aging on Quench Sensitivity in Al‐Mg‐Si Alloys","year":2012,"lang":"en","type":"other","venue":"ICAA13: 13th International Conference on Aluminum Alloys","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rio Tinto (Canada)","funders":"","keywords":"Sensitivity (control systems); Natural (archaeology); Materials science; Metallurgy; Geography; Engineering","score_opus":0.011722777908435199,"score_gpt":0.2500197266117853,"score_spread":0.23829694870335008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234658280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861829,0.005044161,0.003781936,0.00012896048,0.0001531955,0.00006101005,0.00067003147,0.0001991952,0.003778531],"genre_scores_gemma":[0.9955835,0.00075371674,0.00084479514,0.000039380342,0.000022875518,0.00001464142,0.00022386786,0.000049068974,0.0024682658],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999676,0.00003530999,0.000020744614,0.00007736057,0.0001462487,0.000044350785],"domain_scores_gemma":[0.9992384,0.0003559141,0.00008297812,0.00008343869,0.00021549835,0.000023771068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051733485,0.00022776495,0.00027136746,0.00027370287,0.00032564843,0.00027475943,0.00041196667,0.000308606,0.003102741],"category_scores_gemma":[0.001211977,0.00026396415,0.00025807458,0.00019021533,0.00031163354,0.0005167636,0.00029578898,0.00026876174,0.00045530288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006977858,0.00007415777,0.00505961,0.00048332274,0.00006183045,0.00028555802,0.0005462738,0.004250378,0.9669361,0.0004964652,0.0007149191,0.020393506],"study_design_scores_gemma":[0.0000073257806,0.0005090716,0.031118145,0.00002783698,0.00005089107,0.00014989662,0.000116235686,0.0049064793,0.959775,0.00012253459,0.0031934988,0.000023134431],"about_ca_topic_score_codex":0.0023798551,"about_ca_topic_score_gemma":0.00389096,"teacher_disagreement_score":0.003102741,"about_ca_system_score_codex":0.0005626139,"about_ca_system_score_gemma":0.0003217962,"threshold_uncertainty_score":0.010379732},"labels":[],"label_agreement":null},{"id":"W4236585802","doi":"10.1002/9781118495292.ch128","title":"Numerical Analysis of Surface Roughening and Necking in Aluminum Alloy Tubes Under Internal Pressure","year":2012,"lang":"en","type":"other","venue":"ICAA13: 13th International Conference on Aluminum Alloys","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Novelis (Canada)","funders":"","keywords":"Necking; Alloy; Aluminium; Materials science; Internal pressure; Composite material; Metallurgy","score_opus":0.030415181741582527,"score_gpt":0.29183449879761353,"score_spread":0.261419317056031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236585802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90812975,0.0006434201,0.067117676,0.00022406736,0.00008334546,0.000078110555,0.0001550374,0.00041109373,0.02315745],"genre_scores_gemma":[0.986974,0.00017894144,0.008699272,0.000013976575,0.0000112751795,0.000019657642,0.000052548367,0.000035521738,0.004014659],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998853,0.00001490891,0.000004171046,0.000016381373,0.000059930862,0.0000192077],"domain_scores_gemma":[0.9996562,0.00019942742,0.000043049233,0.00002377042,0.000061118466,0.00001647801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026744482,0.00026410812,0.0004743849,0.00035751233,0.00041471364,0.00065574166,0.000534269,0.0007995741,0.0014818778],"category_scores_gemma":[0.00092760945,0.0002511183,0.0004432922,0.00032673034,0.0007329338,0.00036780004,0.0002761724,0.00032260563,0.0001397653],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110097746,0.00005755688,0.0013701377,0.00015604486,0.000016823169,0.00017295453,0.00018959324,0.93085754,0.04770463,0.0068288106,0.00031758478,0.012218276],"study_design_scores_gemma":[0.000004286374,0.000026414296,0.00057943806,0.0000039906404,0.0000033805525,0.000019424926,0.000019361563,0.994776,0.0041125435,0.00024403747,0.00020600698,0.000005135262],"about_ca_topic_score_codex":0.0034407189,"about_ca_topic_score_gemma":0.0024038923,"teacher_disagreement_score":0.0034407189,"about_ca_system_score_codex":0.0005520315,"about_ca_system_score_gemma":0.00049686787,"threshold_uncertainty_score":0.0068413615},"labels":[],"label_agreement":null},{"id":"W4238587555","doi":"10.1002/9781118495292.ch105","title":"Comparison of Localized Deformation in Crystal Plasticity Based Finite Element Simulations between Experimentally Measured and Statistically Generated Three‐Dimensional Microstructures for the Aluminum Alloy 5754","year":2012,"lang":"en","type":"other","venue":"ICAA13: 13th International Conference on Aluminum Alloys","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Crystal plasticity; Finite element method; Microstructure; Deformation (meteorology); Plasticity; Alloy; Materials science; Aluminium; Crystal (programming language); Metallurgy; Structural engineering; Composite material; Computer science; Engineering","score_opus":0.06109906854327628,"score_gpt":0.33231083046908294,"score_spread":0.27121176192580665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238587555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9572422,0.00009037808,0.03789193,0.000074304,0.000022126736,0.000033860506,0.00033455764,0.0005099262,0.003800702],"genre_scores_gemma":[0.9928461,0.000032561256,0.006277825,0.000007966568,0.0000022034706,0.000024611129,0.00017414788,0.000047701276,0.00058696314],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998357,0.000028770173,0.000011523163,0.00003073644,0.00007460408,0.000018504448],"domain_scores_gemma":[0.9993585,0.00035654192,0.00004872165,0.00008186511,0.00013952832,0.0000149077505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004574727,0.00025123922,0.00031837146,0.00030804836,0.00034096252,0.00051013904,0.00061298354,0.000642721,0.0018600419],"category_scores_gemma":[0.0011033309,0.00026809634,0.00038668848,0.0003509235,0.00040580874,0.00033246924,0.00018397656,0.00033662672,0.00019763733],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016996778,0.00015019745,0.0044436534,0.00008684269,0.000028470342,0.00009807343,0.00015825887,0.9510248,0.02885316,0.002080503,0.00035696445,0.01254918],"study_design_scores_gemma":[0.0000063139996,0.00003583106,0.002039098,0.0000042649626,0.0000036582483,0.000017403627,0.000024078443,0.9900411,0.0075725853,0.00011867139,0.00012909784,0.000007948995],"about_ca_topic_score_codex":0.005411017,"about_ca_topic_score_gemma":0.0072114603,"teacher_disagreement_score":0.005411017,"about_ca_system_score_codex":0.00069558836,"about_ca_system_score_gemma":0.0006953965,"threshold_uncertainty_score":0.010759056},"labels":[],"label_agreement":null},{"id":"W4254937793","doi":"10.1002/9781118495292.ch23","title":"Fatigue Behavior in Rheocast Aluminum 357 Suspension Arms Using the SEED Process","year":2012,"lang":"en","type":"other","venue":"ICAA13: 13th International Conference on Aluminum Alloys","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Suspension (topology); Aluminium; Process (computing); Work (physics); Metallurgy; Forensic engineering; Materials science; Engineering; Computer science; Mechanical engineering; Mathematics","score_opus":0.05832643052050985,"score_gpt":0.30020303297651485,"score_spread":0.241876602456005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254937793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99551445,0.00029853338,0.0017128909,0.000032609652,0.000019118303,0.000021203181,0.00012760295,0.00010085476,0.002172635],"genre_scores_gemma":[0.9933013,0.00009207812,0.0011255915,0.000022520835,0.0000046815603,0.000017343224,0.00019267088,0.000024676174,0.0052190144],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997714,0.000017090013,0.000010033688,0.00005234888,0.00011055488,0.000038557777],"domain_scores_gemma":[0.9997135,0.00006949806,0.000048194106,0.000027753464,0.00011512754,0.000025946705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002546012,0.00022370114,0.00026634833,0.00027142724,0.00032739106,0.00028693915,0.00034390306,0.00043528815,0.0048125978],"category_scores_gemma":[0.0004750637,0.00016291821,0.00029376385,0.00019154121,0.0002365829,0.00035128518,0.00017301708,0.0004260387,0.0011197248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034713667,0.000040637853,0.00058173685,0.00005833263,0.0000055657692,0.00006998974,0.00019067997,0.0004061794,0.9928756,0.000106502914,0.0001562769,0.005161473],"study_design_scores_gemma":[0.000016992048,0.0016184197,0.010604052,0.000016445747,0.00002053281,0.000057115056,0.00014057828,0.0061380877,0.97957236,0.000042696094,0.001756571,0.000016037702],"about_ca_topic_score_codex":0.0016517147,"about_ca_topic_score_gemma":0.003513538,"teacher_disagreement_score":0.0048125978,"about_ca_system_score_codex":0.00034429113,"about_ca_system_score_gemma":0.00019374835,"threshold_uncertainty_score":0.016099751},"labels":[],"label_agreement":null},{"id":"W4255517660","doi":"10.1002/9781118495292.ch57","title":"Corrosion Protection of Light Alloys using Low Pressure Cold Spray","year":2012,"lang":"en","type":"other","venue":"ICAA13: 13th International Conference on Aluminum Alloys","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Materials science; Corrosion; Metallurgy","score_opus":0.031776421169707685,"score_gpt":0.26567116927929585,"score_spread":0.23389474810958816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255517660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96545535,0.005638574,0.012491232,0.00025504903,0.00033561088,0.00014802777,0.00045857194,0.0006927102,0.014524823],"genre_scores_gemma":[0.9584712,0.002411772,0.009476569,0.00011561675,0.000058936766,0.0000587893,0.0005133363,0.00020773678,0.028686047],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99963605,0.000016393542,0.0000132457835,0.000061658066,0.00021580132,0.000056803747],"domain_scores_gemma":[0.9997899,0.000024988902,0.000040212042,0.000032188695,0.00009822049,0.000014593436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024673835,0.00045016213,0.0006689838,0.0002645421,0.00041298528,0.00049747684,0.0006391113,0.00043480887,0.0049037957],"category_scores_gemma":[0.00036226943,0.0003363273,0.00048401675,0.00014636441,0.000198116,0.0005433498,0.00037524465,0.00063380797,0.0013098146],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121241355,0.000028259783,0.00026469707,0.0002690245,0.000009855307,0.000051903247,0.000100839934,0.00017417564,0.9904394,0.0001402159,0.00059418444,0.0078062117],"study_design_scores_gemma":[0.000010497404,0.00019032316,0.0015844496,0.000015023995,0.000018930446,0.00004498711,0.000041284537,0.00088706694,0.9937215,0.000026997863,0.0034507227,0.00000823935],"about_ca_topic_score_codex":0.0015227324,"about_ca_topic_score_gemma":0.0036111132,"teacher_disagreement_score":0.0049037957,"about_ca_system_score_codex":0.00045018297,"about_ca_system_score_gemma":0.00041089085,"threshold_uncertainty_score":0.016404808},"labels":[],"label_agreement":null}]}