{"id":"W2789300493","doi":"10.26850/1678-4618eqj.v40.1.2015.p186-191","title":"Thermomechanical treatment of a Fe-Mn-Al alloy","year":2016,"lang":"en","type":"article","venue":"Eclética Química","topic":"Metallurgical and Alloy Processes","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University","keywords":"Alloy; Materials science; Ductility (Earth science); Casting; Thermomechanical processing; Metallurgy; Precipitation; Composite material; Creep","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000138499,0.0001580304,0.0003058255,0.00002904924,0.00004662016,0.00002029383,0.0002565874,0.00006165119,0.007039364],"category_scores_gemma":[0.00009653472,0.0000785853,0.0001136481,0.00008521354,0.0001462411,0.00009079334,0.00005967046,0.00002189272,0.001237324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003343766,"about_ca_system_score_gemma":0.00004876484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002272633,"about_ca_topic_score_gemma":0.000005597058,"domain_scores_codex":[0.9987484,0.00006362098,0.0003020526,0.0003284003,0.0002522059,0.0003053218],"domain_scores_gemma":[0.9991795,0.0002298158,0.00008989007,0.0003081391,0.00005069535,0.0001419215],"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":[0.0000821412,0.000292861,0.00003497248,0.00001116621,0.00001347896,0.0000069536,0.00003994253,2.650676e-7,0.990382,0.005064824,0.0003933477,0.003678047],"study_design_scores_gemma":[0.0008825333,0.0006406258,0.0002836307,0.00003925234,0.00002855878,0.00001030146,0.00001071966,0.00003012836,0.9262832,0.00383172,0.06778415,0.0001751808],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932383,0.0001244628,0.0006028062,0.004214124,0.0001823622,0.0001311666,0.00003471157,0.00008429405,0.001387759],"genre_scores_gemma":[0.9964535,0.0001138547,0.001125563,0.0001316884,0.00008841479,0.00002840926,0.000001579968,0.00001475389,0.002042265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06739079,"threshold_uncertainty_score":0.9995403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02765615033798936,"score_gpt":0.2648574397913999,"score_spread":0.2372012894534106,"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."}}