{"id":"W228027758","doi":"10.1002/srin.200606443","title":"Transformation Textures in As‐hot rolled TRIP Steels","year":2006,"lang":"en","type":"article","venue":"steel research international","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Austenite; Bainite; Recrystallization (geology); Materials science; Brass; Metallurgy; Equiaxed crystals; Copper; TRIP steel; Microstructure; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005796237,0.0001245709,0.0001412154,0.0003909862,0.00006048044,0.0001052237,0.0003759809,0.0001143845,0.0008454407],"category_scores_gemma":[0.00008460425,0.0001087725,0.00006284734,0.0002308019,0.00004936395,0.0003140861,0.00003916703,0.0004697698,0.0002193869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002146449,"about_ca_system_score_gemma":0.00004333309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000234125,"about_ca_topic_score_gemma":0.0002523846,"domain_scores_codex":[0.998322,0.00005662752,0.0003438335,0.0001734531,0.0007116804,0.0003924671],"domain_scores_gemma":[0.9995344,0.00008861028,0.00001617866,0.0001403127,0.0001558507,0.00006468955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00113376,0.0002714314,0.0002905762,0.00025753,0.0001694979,0.0001128933,0.001605145,0.03916523,0.6527753,0.1810212,0.06075364,0.06244376],"study_design_scores_gemma":[0.00541595,0.0002612476,0.006454958,0.0002203321,0.000007673792,0.00004803156,0.0006845473,0.03664756,0.302845,0.03947816,0.6072897,0.0006468665],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5285965,0.0007063681,0.0007041726,0.0009959789,0.0008813632,0.0006494832,0.00005251385,0.0001747677,0.4672388],"genre_scores_gemma":[0.9932983,0.00009234888,0.0001250753,0.00005095367,0.0002871522,0.00005403542,0.0000556859,0.00002239812,0.006014045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.546536,"threshold_uncertainty_score":0.9256983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727193282967657,"score_gpt":0.3098150777398225,"score_spread":0.282543144910146,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}