{"meta":{"query_hash":"695049cb2b9b","filters":{"venue":"International Journal of Metallurgical Engineering"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/695049cb2b9b","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Metallurgical+Engineering"},"results":[{"id":"W122334374","doi":"","title":"Predicting the Occurrence of Dynamic Transformation and Rolling Mill Loads Drops by Hot Torsion and Compression Testing","year":2013,"lang":"en","type":"article","venue":"International Journal of Metallurgical Engineering","topic":"Microstructure and Mechanical Properties of Steels","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","funders":"","keywords":"Austenite; Torsion (gastropod); Dynamic recrystallization; Flow stress; Materials science; Thermodynamics; Dynamic stress; Mechanics; Metallurgy; Composite material; Dynamic loading; Hot working; Physics; Microstructure","score_opus":0.005477456365562411,"score_gpt":0.18911123226514823,"score_spread":0.18363377589958582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W122334374","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":[0.9943516,0.000074243224,0.0044279858,0.000009836759,0.00000333584,0.000031269206,0.000314624,0.000093757495,0.0006933571],"genre_scores_gemma":[0.9973564,0.000054691485,0.001792828,0.000003751866,0.0000021424653,0.000017269365,0.00031673312,0.000011915993,0.00044425018],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935585,0.00003696791,0.00003424664,0.000084869476,0.00042696728,0.000061207764],"domain_scores_gemma":[0.9989041,0.0003999542,0.00027519927,0.00006312818,0.0002929808,0.00006470281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004659147,0.00049517164,0.00031408953,0.0012107388,0.00020967406,0.00024640688,0.0005375053,0.00051928655,0.0016630444],"category_scores_gemma":[0.0010041207,0.00029846994,0.00022153485,0.0010745294,0.00035620423,0.000366657,0.00017368022,0.0003566798,0.00045046027],"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":[0.00037322514,0.00006866909,0.030380268,0.000097274075,0.000014013753,0.00017775028,0.00013497274,0.0055899373,0.94743943,0.00005758804,0.00012681693,0.015540054],"study_design_scores_gemma":[0.000014724635,0.0013538101,0.26898488,0.0000073359893,0.00002393196,0.00024217792,0.00013026463,0.038939014,0.68966436,0.00006546844,0.00054255634,0.00003158314],"about_ca_topic_score_codex":0.002417473,"about_ca_topic_score_gemma":0.006193812,"teacher_disagreement_score":0.002417473,"about_ca_system_score_codex":0.00027787092,"about_ca_system_score_gemma":0.00016765003,"threshold_uncertainty_score":0.0055634975},"labels":[],"label_agreement":null},{"id":"W98188817","doi":"","title":"Process Modeling of Niobium Microalloyed Line Pipe Steels","year":2013,"lang":"en","type":"article","venue":"International Journal of Metallurgical Engineering","topic":"Microstructure and Mechanical Properties of Steels","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":"McMaster University","funders":"","keywords":"Microstructure; Materials science; Austenite; Niobium; Thermomechanical processing; Solvent drag; Precipitation; Modular design; Metallurgy; Continuous cooling transformation; Deformation (meteorology); Composite material; Grain boundary; Bainite; Computer science","score_opus":0.008456787014603052,"score_gpt":0.20913957561104143,"score_spread":0.20068278859643837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W98188817","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3209144,0.0006406801,0.6614193,0.00020204499,0.00004479946,0.0001934168,0.0006835361,0.0008464864,0.015055388],"genre_scores_gemma":[0.9647272,0.0003491493,0.026636358,0.000019929012,0.000010590619,0.00017940302,0.0003456936,0.00006647319,0.0076653],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998622,0.000024525863,0.000007173669,0.000033797987,0.000049000693,0.00002333368],"domain_scores_gemma":[0.99983764,0.00005436758,0.000040874398,0.000012084766,0.000043387634,0.00001165197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028700536,0.00064917986,0.00061808457,0.0003807886,0.00035078722,0.0007342072,0.0010790736,0.001034448,0.0015733908],"category_scores_gemma":[0.0003919786,0.00038144918,0.0008357984,0.00028141146,0.0004239266,0.00041560212,0.00038770094,0.00043472394,0.00029344362],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015702191,0.000016379505,0.00036417582,0.00002824317,0.0000075596727,0.00006149304,0.000027670232,0.9888287,0.0071439515,0.0020345764,0.00003657591,0.0014348251],"study_design_scores_gemma":[0.000002026302,0.000010918811,0.00011239898,9.860631e-7,0.00000223044,0.0000046966866,0.0000027611397,0.99867404,0.00084192783,0.00019543762,0.00015096921,0.0000016621317],"about_ca_topic_score_codex":0.014188491,"about_ca_topic_score_gemma":0.0069654444,"teacher_disagreement_score":0.014188491,"about_ca_system_score_codex":0.0009172497,"about_ca_system_score_gemma":0.00095489173,"threshold_uncertainty_score":0.028211832},"labels":[],"label_agreement":null}]}