{"id":"W2060444218","doi":"10.1051/jp4:2003890","title":"Microtextural study of variant selection by EBSD in a bainitic steel containing retained austenite","year":2003,"lang":"en","type":"article","venue":"Journal de Physique IV (Proceedings)","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Electron backscatter diffraction; Austenite; Metallurgy; Materials science; Bainite; Selection (genetic algorithm); Microstructure; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001728224,0.0001264942,0.0001715639,0.0002281792,0.0001932102,0.0001913514,0.0001721807,0.0002147828,0.0007941365],"category_scores_gemma":[0.0002578709,0.0001427255,0.00008894003,0.0002196692,0.0002884788,0.000121838,0.00008619934,0.0002380966,0.0001293243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000136855,"about_ca_system_score_gemma":0.0000751029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00127489,"about_ca_topic_score_gemma":0.001885983,"domain_scores_codex":[0.9999053,0.00001000235,0.000004662111,0.00002390667,0.00003891034,0.00001727433],"domain_scores_gemma":[0.9997811,0.0000599763,0.0000439311,0.00002056207,0.00007206482,0.00002231638],"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":[0.00004040252,0.000004714754,0.0005486265,0.00001055417,0.000003143076,0.0000948836,0.00004281207,0.0001019788,0.9983464,0.00003398069,0.00001124208,0.0007612883],"study_design_scores_gemma":[0.00001421939,0.0002447132,0.04047991,0.000004932136,0.00002164681,0.0003709249,0.0001353467,0.002436359,0.9550567,0.000056395,0.001168468,0.00001040194],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969558,0.0002618,0.001976625,0.00001327764,0.000005002479,0.000007088846,0.0000627584,0.0000247628,0.0006929135],"genre_scores_gemma":[0.9974151,0.00009599274,0.001504862,0.000008046216,0.000003002803,0.000004291037,0.00007563974,0.00001106185,0.0008820256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00127489,"threshold_uncertainty_score":0.002656698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009117380024275621,"score_gpt":0.2098430990045703,"score_spread":0.2007257189802947,"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."}}