{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"8e7809ba6fca","filters":{"venue":"Steel Research"}},"results":[{"id":"W2515364256","doi":"10.1002/srin.200200203","title":"Towards an austenite decomposition model for TRIP steels","year":2002,"lang":"en","type":"article","venue":"Steel Research","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Austenite; Solvent drag; Ferrite (magnet); Materials science; Nucleation; Isothermal process; Drag; Metallurgy; Thermodynamics; Isothermal transformation diagram; Bainite; Annealing (glass); Composite material; Microstructure; Physics","authors":[{"name":"Fateh Fazeli","is_ca":true},{"name":"Matthias Militzer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1533991111235317,"gpt":0.3683639041892637,"spread":0.2149647930657321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003601597,0.0008091551,0.0006621886,0.0007059789,0.0003426083,0.0008117441,0.001364071,0.001267751,0.001818685],"category_scores_gemma":[0.0004094793,0.0005001819,0.001171126,0.0004261354,0.0005757043,0.0008715322,0.0006052052,0.001035528,0.0009336415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077816,"about_ca_system_score_gemma":0.001182418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007428552,"about_ca_topic_score_gemma":0.004417944,"domain_scores_codex":[0.9998534,0.00003116703,0.000008580002,0.00002770583,0.0000617948,0.00001739915],"domain_scores_gemma":[0.9998746,0.00003094148,0.00001921314,0.00001212024,0.00005090943,0.00001222226],"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":[0.000022261,0.00003113107,0.000309814,0.0001480785,0.00002117534,0.0001271115,0.0001057823,0.900897,0.0196773,0.07075292,0.0007890371,0.007118377],"study_design_scores_gemma":[0.000002365044,0.000009590284,0.0000790197,0.00000632135,0.000002338924,0.00001415762,0.000008246529,0.9924005,0.0004248619,0.005261679,0.001786382,0.000004476758],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04513437,0.00171361,0.9320592,0.0003372031,0.00009556456,0.0001004963,0.0004130799,0.0003179597,0.01982849],"genre_scores_gemma":[0.753381,0.003935835,0.1938769,0.0003167034,0.0001505777,0.0005763229,0.001245332,0.000572692,0.04594461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007428552,"threshold_uncertainty_score":0.01477063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W194352318","doi":"10.1002/srin.200001229","title":"Rate of reactions between carbon dioxide and graphite","year":2000,"lang":"en","type":"article","venue":"Steel Research","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Research Council Canada","keywords":"Carbon dioxide; Graphite; Chemistry; Chemical engineering; Materials science; Organic chemistry; Engineering","authors":[{"name":"A. Warczok","is_ca":true},{"name":"T. Utigard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06581869515048304,"gpt":0.3529635011809441,"spread":0.287144806030461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004868632,0.0006596218,0.0004103862,0.0005377816,0.0003151018,0.0005040492,0.0005682302,0.0004921167,0.00233142],"category_scores_gemma":[0.0009966348,0.0002285969,0.0003389164,0.0004883887,0.0004320209,0.0004323307,0.0002541855,0.0005298311,0.0004667318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006135199,"about_ca_system_score_gemma":0.0002848569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00257238,"about_ca_topic_score_gemma":0.001891589,"domain_scores_codex":[0.9994336,0.00006777509,0.00002633331,0.0001304604,0.0001808139,0.0001609487],"domain_scores_gemma":[0.9993207,0.0002953652,0.00007965735,0.00006938773,0.000179235,0.00005554752],"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":[0.001198739,0.00007221325,0.005084809,0.0004287285,0.00009835022,0.0003746279,0.0002183302,0.001791831,0.9780223,0.0009552743,0.00037538,0.0113793],"study_design_scores_gemma":[0.00001177492,0.0002590524,0.006733092,0.000009964824,0.00001623484,0.0001304637,0.00004847558,0.001368893,0.9902515,0.00007450405,0.001080584,0.00001527406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950198,0.001187535,0.0006685863,0.00003126463,0.00002562939,0.0000197407,0.0004699804,0.0000661226,0.002511283],"genre_scores_gemma":[0.9959729,0.0005817258,0.0004634859,0.000007817609,0.000005237185,0.00001089886,0.0009759071,0.0000201661,0.001961853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00257238,"threshold_uncertainty_score":0.007799327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2485050971","doi":"10.1002/srin.200200165","title":"EAF Process Monitoring at OneSteel's Sydney Steel Mill","year":2002,"lang":"en","type":"article","venue":"Steel Research","topic":"Metallurgical Processes and Thermodynamics","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":"Sydney Steel (Canada)","funders":"","keywords":"Electric arc furnace; Steelmaking; Metallurgy; Basic oxygen steelmaking; Slag (welding); Coke; Coke oven; Steel mill; Waste management; Materials science; Environmental science; Engineering","authors":[{"name":"John Prestidge","is_ca":true},{"name":"Mark Lee","is_ca":false},{"name":"Louis Wibberley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0953414409963223,"gpt":0.3342723714045306,"spread":0.2389309304082083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005838044,0.0002480198,0.0003526991,0.001459192,0.0009890284,0.0003602617,0.0005939883,0.0004374395,0.001653109],"category_scores_gemma":[0.0006008318,0.0002303582,0.0001662527,0.0004628338,0.0002921049,0.0003498224,0.0002424364,0.0004076044,0.0004671036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115293,"about_ca_system_score_gemma":0.0006646342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01504072,"about_ca_topic_score_gemma":0.04092978,"domain_scores_codex":[0.9992654,0.00002984921,0.0000210343,0.0001184254,0.00051377,0.00005148959],"domain_scores_gemma":[0.999338,0.00008255681,0.00006673997,0.00003523966,0.0004334042,0.00004413431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008184568,0.0003792127,0.05249462,0.0002363555,0.00003868231,0.001300861,0.001653476,0.003267695,0.8181179,0.0002982538,0.003190808,0.1182037],"study_design_scores_gemma":[0.0001036864,0.001819318,0.3003239,0.00003925978,0.00003488176,0.0007180377,0.0005001618,0.01053582,0.6693184,0.0001415142,0.016395,0.0000699948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899092,0.0001657529,0.003476938,0.00008029213,0.00001666478,0.0001150851,0.0004682626,0.0002774511,0.005490439],"genre_scores_gemma":[0.9761176,0.0001732836,0.01115185,0.00002989092,0.00001063575,0.00005340669,0.0006711153,0.00006548206,0.0117268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01504072,"threshold_uncertainty_score":0.02990633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2472542475","doi":"10.1002/srin.200200016","title":"Macroexothermic phenomena in exothermic additions: mathematical and physical modelling","year":2002,"lang":"en","type":"article","venue":"Steel Research","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Exothermic reaction; Chemistry; Dimensionless quantity; Thermodynamics; Ferrous; Physics; Organic chemistry","authors":[{"name":"Stavros A. Argyropoulos","is_ca":true},{"name":"Henry H. Hu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0932818765973089,"gpt":0.3035928674197426,"spread":0.2103109908224337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003464177,0.0006623287,0.000683054,0.0004140267,0.0003501149,0.0009269221,0.0009430134,0.001107915,0.001784571],"category_scores_gemma":[0.0008315013,0.000418724,0.0007187387,0.000315611,0.0009957426,0.001938378,0.0007149864,0.001010324,0.0006046598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005755098,"about_ca_system_score_gemma":0.0006307223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001645056,"about_ca_topic_score_gemma":0.001204637,"domain_scores_codex":[0.9998736,0.00002542021,0.000008738164,0.00002902199,0.00005087507,0.00001230822],"domain_scores_gemma":[0.9997823,0.00009357483,0.00005363372,0.00002743557,0.00003305772,0.00001008666],"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":[0.00001752537,0.00004266699,0.0004040577,0.0001165874,0.00001248124,0.0001114807,0.00008791906,0.9138816,0.009176386,0.06776253,0.0003473645,0.008039384],"study_design_scores_gemma":[0.000004495819,0.00002550689,0.0002136187,0.0000112072,0.000005282154,0.00005037021,0.00001255808,0.9786373,0.001878691,0.01585322,0.003294547,0.00001319877],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0533849,0.001399185,0.9339966,0.0003790117,0.0001180162,0.000065195,0.0001181018,0.000209113,0.01032993],"genre_scores_gemma":[0.8295315,0.00413534,0.138213,0.0001470571,0.0001522017,0.000455463,0.0001906868,0.0001982139,0.02697656],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001784571,"threshold_uncertainty_score":0.005969942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2515316758","doi":"10.1002/srin.200200183","title":"The properties and production of iron‐coated burnt lime","year":2002,"lang":"en","type":"article","venue":"Steel Research","topic":"Clay minerals and soil interactions","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":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Lime; Steelmaking; Metallurgy; Calcium oxide; Materials science; Kiln; Rotary kiln; Waste management; Chemistry; Pulp and paper industry; Engineering","authors":[{"name":"Mark Lee","is_ca":false},{"name":"P. V. Barr","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2279744449224013,"gpt":0.3621083575725905,"spread":0.1341339126501893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003216867,0.0002715419,0.0002175085,0.0002882751,0.000240124,0.0004908332,0.0002430034,0.0003727691,0.0004100214],"category_scores_gemma":[0.0004907937,0.0001352755,0.0002672863,0.0002881072,0.0002691546,0.000321791,0.0002594111,0.0002726164,0.0002062037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003091095,"about_ca_system_score_gemma":0.0001577973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009479505,"about_ca_topic_score_gemma":0.001488843,"domain_scores_codex":[0.9997453,0.00003650795,0.00001477627,0.00004204841,0.0001234285,0.00003785373],"domain_scores_gemma":[0.9998473,0.00002409282,0.0000391445,0.00002303947,0.00003966042,0.00002673109],"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":[0.00004146171,0.00001468919,0.0003229338,0.00007997473,0.000003226737,0.00006791239,0.0000314325,0.0003578694,0.9961926,0.00006261295,0.00001338081,0.002811973],"study_design_scores_gemma":[0.000003387833,0.0001576451,0.001946325,0.000002771674,0.000005283644,0.00009288241,0.00001966502,0.0003974428,0.9962369,0.00001415531,0.001119718,0.000003748798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928381,0.0008927875,0.004275305,0.00003790142,0.000006863418,0.00003952955,0.00007442724,0.00003634746,0.001798714],"genre_scores_gemma":[0.9949253,0.0003727244,0.003111532,0.000006829967,0.000003522848,0.000009202583,0.000121975,0.00001738215,0.001431515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009479505,"threshold_uncertainty_score":0.002242744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2509089794","doi":"10.1002/srin.200001332","title":"Oxidation-reduction equilibria of ferrous/ferric ions in oxide melts","year":2000,"lang":"en","type":"article","venue":"Steel Research","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Ferrous; Ferric; Ferric ion; Oxide; Ion; Reduction (mathematics); Chemistry; FERRIC IRON; Inorganic chemistry; Oxidation reduction; Redox; Metallurgy; Materials science; Organic chemistry; Mathematics","authors":[{"name":"Seiji Ohashi","is_ca":true},{"name":"Masumi Kashimura","is_ca":true},{"name":"Yuichi Uchida","is_ca":false},{"name":"Alexander McLean","is_ca":true},{"name":"Masanori Iwase","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05093705401465014,"gpt":0.3305977077799117,"spread":0.2796606537652616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002761155,0.0003181578,0.0002977699,0.0003134276,0.0002405449,0.0002279257,0.0002276497,0.000210158,0.0009088663],"category_scores_gemma":[0.0004387086,0.0001866202,0.0002144739,0.0001988072,0.0002342336,0.0002379876,0.000198409,0.0004582867,0.0001729023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003467848,"about_ca_system_score_gemma":0.0001757697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001754758,"about_ca_topic_score_gemma":0.002428206,"domain_scores_codex":[0.9998159,0.00002099985,0.00001264287,0.00003801312,0.00006849068,0.00004395681],"domain_scores_gemma":[0.999878,0.00003998636,0.00003015112,0.000007474472,0.00003096124,0.00001336363],"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":[0.00009480235,0.000007371349,0.0002249649,0.00002986698,0.000004410159,0.00001988807,0.00005967687,0.0001262966,0.9984691,0.0001205916,0.00001592419,0.000827207],"study_design_scores_gemma":[0.000010409,0.0001427862,0.001238845,0.000005469165,0.000007201604,0.00002366945,0.00002747124,0.0009013336,0.9970251,0.00006067283,0.0005536893,0.000003296629],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976695,0.0002659589,0.001069611,0.00001696572,0.000005705608,0.00001143791,0.00009465247,0.0000243122,0.0008418948],"genre_scores_gemma":[0.9965733,0.0003160308,0.001798864,0.00001299401,0.000009042548,0.00001482804,0.0002044718,0.00002009139,0.001050416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001754758,"threshold_uncertainty_score":0.003489077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2509498501","doi":"10.1002/srin.200100081","title":"Resumee of the 42<sup>nd</sup>Mechanical Working and Steel Processing Conference","year":2001,"lang":"en","type":"article","venue":"Steel Research","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Engineering; Honour; Galvanization; Library science; Management; Political science; Law; Materials science; Computer science","authors":[{"name":"Kerstin Garbracht","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08764541257938231,"gpt":0.3065910717730783,"spread":0.218945659193696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002102908,0.001799256,0.001027885,0.002604312,0.003058701,0.007285542,0.001481484,0.002247757,0.3049072],"category_scores_gemma":[0.002950779,0.000524958,0.0008339464,0.002276087,0.0006416744,0.002337179,0.002983074,0.003028605,0.1646252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002872783,"about_ca_system_score_gemma":0.003955842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217395,"about_ca_topic_score_gemma":0.02034974,"domain_scores_codex":[0.9981334,0.0001259208,0.00009054695,0.0001713977,0.001138617,0.0003401748],"domain_scores_gemma":[0.9959016,0.0002225485,0.0001666072,0.000161989,0.00219984,0.001347382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004560043,0.00002605495,0.0001720294,0.0001302549,0.000003083354,0.00004411185,0.00002665291,0.00003557368,0.0001605337,0.0003448129,0.9823064,0.01670485],"study_design_scores_gemma":[0.00000681207,0.00002118408,0.001590331,0.00009654966,0.000002300457,0.00001675235,0.00006415721,0.00002282325,0.00007782289,0.00008084578,0.9980145,0.000005965132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003038626,0.02965795,0.00168136,0.03995521,0.317012,0.001010761,0.01060584,0.000898312,0.5961399],"genre_scores_gemma":[0.007970056,0.009393695,0.0006933706,0.004030805,0.03281131,0.0005404953,0.007951297,0.0004272152,0.9361818],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3049072,"threshold_uncertainty_score":0.9914654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}