{"id":"W2566784936","doi":"10.3139/146.111455","title":"Phase precipitation in transition metal-containing 354-type alloys","year":2016,"lang":"en","type":"article","venue":"International Journal of Materials Research (formerly Zeitschrift fuer Metallkunde)","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Intermetallic; Eutectic system; Alloy; Precipitation; Microstructure; Metallurgy; Phase (matter); Volume fraction; Casting; Composite material","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003296859,0.0002722391,0.0004841995,0.001155677,0.00006115204,0.0002531162,0.0007778743,0.0001650154,0.0009648464],"category_scores_gemma":[0.0005453194,0.00018862,0.0001365561,0.0002822097,0.0001631359,0.001948207,0.00007220962,0.0003883844,0.0001143529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001886005,"about_ca_system_score_gemma":0.0001844913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005062618,"about_ca_topic_score_gemma":0.00003987963,"domain_scores_codex":[0.9961349,0.0003971546,0.001216479,0.0002360168,0.001466851,0.0005486213],"domain_scores_gemma":[0.9976888,0.0002846265,0.0002170511,0.0001918524,0.001462015,0.0001556338],"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":[0.001382895,0.0001229779,0.00002080582,0.00004012148,0.0004397994,0.0001110221,0.001439536,0.0003833093,0.9815444,0.0007442765,0.0002251272,0.01354569],"study_design_scores_gemma":[0.005916555,0.001435166,0.0006899723,0.0005051176,0.00004439414,0.0003344397,0.0005159292,0.0001663411,0.9749715,0.001068532,0.01399066,0.0003613394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919825,0.0007115775,0.002804648,0.000684796,0.002595807,0.0002786811,0.00005045941,0.00005121717,0.0008403485],"genre_scores_gemma":[0.9969704,0.0007103008,0.001439615,0.0000467321,0.0006032913,0.00001803437,0.00002128862,0.00006994938,0.0001203794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01376553,"threshold_uncertainty_score":0.9999484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0442248224588368,"score_gpt":0.3422023137578608,"score_spread":0.297977491299024,"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."}}