{"id":"W7065362285","doi":"","title":"Dynamic transformation of austenite to ferrite above the Ae³ temperature","year":2016,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Iron and Steel Institute of Japan; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Austenite; Ferrite (magnet); Isothermal transformation diagram; Transformation (genetics); Beta ferrite","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005936464,0.0001150347,0.0001598343,0.0001660291,0.0004505586,0.0003932684,0.0002067195,0.0001408204,0.005170252],"category_scores_gemma":[0.0001602297,0.0001516133,0.0001193928,0.000132773,0.0002466951,0.0003194301,0.0002026176,0.0003550737,0.0006834538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004570795,"about_ca_system_score_gemma":0.0002635859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00297848,"about_ca_topic_score_gemma":0.005691779,"domain_scores_codex":[0.9999241,0.000002479203,0.000002121125,0.00001665774,0.00002638543,0.00002828733],"domain_scores_gemma":[0.9999571,0.000008515023,0.000006558324,0.000003676172,0.00001554784,0.000008661976],"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":[0.0002335568,0.00003282717,0.001034677,0.00008640934,0.000006032065,0.0001599428,0.0002236102,0.00048763,0.9876657,0.001034866,0.0007892983,0.00824545],"study_design_scores_gemma":[0.00002054799,0.0002206685,0.01579934,0.00001100671,0.000008483688,0.0002360029,0.000249947,0.001499865,0.9698861,0.0007336452,0.01132162,0.00001271049],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816422,0.0007738699,0.001729487,0.0002102751,0.00007444374,0.00002014463,0.0001819165,0.0001534836,0.01521409],"genre_scores_gemma":[0.990021,0.0001998467,0.0002611105,0.00003267147,0.000007413382,0.000006311608,0.0001720704,0.00003174604,0.009267705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005170252,"threshold_uncertainty_score":0.01729625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007212266668844245,"score_gpt":0.2585820034414984,"score_spread":0.2513697367726542,"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."}}