{"id":"W2947176703","doi":"10.1007/s11663-019-01584-2","title":"Evolution of Fe-Rich Intermetallics in Al-Si-Cu 319 Cast Alloy with Various Fe, Mo, and Mn Contents","year":2019,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions B","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Eutectic system; Materials science; Intermetallic; Alloy; Metallurgy; Precipitation; Microstructure","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000109444,0.000194033,0.0004174055,0.00009293043,0.00003511241,0.00006124655,0.0000728951,0.0001058237,0.0002357287],"category_scores_gemma":[0.000002950912,0.0001554447,0.00003129176,0.0001104184,0.0001163044,0.0002034926,0.00001267936,0.0001177741,0.00001060258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004418325,"about_ca_system_score_gemma":0.000008855327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004695168,"about_ca_topic_score_gemma":0.0003523423,"domain_scores_codex":[0.9990827,0.00003973917,0.0003300472,0.0002246487,0.0001162712,0.0002065702],"domain_scores_gemma":[0.9997269,0.0000197894,0.00004088421,0.0001150167,0.00003631884,0.00006112902],"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":[0.0002080151,0.00006289504,0.00009076926,0.0003039931,0.0001803841,0.00001320936,0.0004373926,0.004443903,0.9937332,0.0001501534,0.000005958725,0.0003701727],"study_design_scores_gemma":[0.02384265,0.002834519,0.1370013,0.001592745,0.001838652,0.004471807,0.003151825,0.1071256,0.6904238,0.001124581,0.02171991,0.004872649],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809648,0.0004362525,0.01782183,0.00002432858,0.000258915,0.0002948284,0.00005144687,0.00006277514,0.00008480683],"genre_scores_gemma":[0.9986135,0.0002144147,0.0007343885,0.00001650502,0.00001106406,0.00002367186,0.000009379856,0.0000298355,0.0003472548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3033094,"threshold_uncertainty_score":0.6338851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007228925886662897,"score_gpt":0.1839724833955763,"score_spread":0.1767435575089134,"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."}}