{"id":"W4224102790","doi":"10.1007/s11661-022-06675-5","title":"Thin Strip vs Direct Chill Casting: The Effects of Casting Cooling Rate on the As-cast Microstructure of AA6005 Al–Si–Mg Alloy","year":2022,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"British American Tobacco (Canada); Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Microstructure; Materials science; Casting; Alloy; Metallurgy; Aluminium; Supersaturation; Grain boundary; Composite material; Chemistry","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":[0.0004991568,0.0002605502,0.0004612442,0.00005628421,0.0004588354,0.00007733907,0.000243928,0.0000675472,0.0006630942],"category_scores_gemma":[0.00006678409,0.0001589801,0.0001189453,0.0001945034,0.0001976708,0.00006886264,0.00004381431,0.0003380127,0.000002496312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002948682,"about_ca_system_score_gemma":0.0000210901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00024967,"about_ca_topic_score_gemma":0.00002188373,"domain_scores_codex":[0.9985414,0.0002768914,0.0004559517,0.0002375725,0.000214973,0.0002731919],"domain_scores_gemma":[0.9991177,0.0004291586,0.0001250525,0.0002410163,0.00003807023,0.00004902293],"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":[0.0001896974,0.00002684259,7.070516e-7,0.0002560624,0.0002103039,0.00001587511,0.001103972,0.03944734,0.9582496,0.00008765341,0.00003688709,0.0003750576],"study_design_scores_gemma":[0.001190688,0.0004472752,0.001171635,0.0002067435,0.0004347555,0.0006584715,0.0007846766,0.01145399,0.9729117,0.0001312038,0.01009108,0.0005177665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966837,0.0006439034,0.000765291,0.0001901074,0.0008299148,0.0004874306,0.0001727703,0.00008490653,0.0001419956],"genre_scores_gemma":[0.9992765,0.0001241894,0.0001424033,0.0001291668,0.00004712635,0.00007242533,0.000009851945,0.00004618943,0.0001521442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02799336,"threshold_uncertainty_score":0.7260417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007045198613387142,"score_gpt":0.1855080486297117,"score_spread":0.1784628500163246,"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."}}