{"id":"W2522779643","doi":"10.1007/978-3-319-40335-9_3","title":"Solidification and Alloy Distribution During SSM Processing","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Nucleation; Eutectic system; Alloy; Materials science; Phase (matter); Metallurgy; Mechanism (biology); Phase boundary; Convection; Process (computing); Boundary layer; Thermodynamics; Chemistry; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001766968,0.0003471996,0.0003211832,0.0003650864,0.0002776927,0.0006512154,0.0005687705,0.0002866548,0.005309603],"category_scores_gemma":[0.0001937679,0.0002879391,0.0002615931,0.0005796653,0.0003128731,0.0008396028,0.0003691586,0.0004267142,0.002250405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007453582,"about_ca_system_score_gemma":0.0003362077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007483199,"about_ca_topic_score_gemma":0.002164827,"domain_scores_codex":[0.9998736,0.000007968322,0.000004267382,0.00002350348,0.00008216189,0.000008484922],"domain_scores_gemma":[0.9999474,0.00001495805,0.000005442701,0.000008578615,0.00002139827,0.000002092942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000267106,0.000058234,0.0006943505,0.0006480573,0.00001400658,0.000258825,0.0003001401,0.01357809,0.449131,0.05510841,0.007664181,0.4722775],"study_design_scores_gemma":[0.00001130451,0.000226407,0.004885984,0.0001317217,0.00002728083,0.001010444,0.0002069293,0.03183755,0.6265513,0.03264716,0.3024219,0.00004216068],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1997717,0.05826477,0.2681094,0.0008927158,0.001106458,0.0001299619,0.001212135,0.001461942,0.4690509],"genre_scores_gemma":[0.5152465,0.01655412,0.04393308,0.0001616867,0.0002060995,0.00005779987,0.0009250871,0.0009271052,0.4219887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005309603,"threshold_uncertainty_score":0.01776242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007382243757846286,"score_gpt":0.1742796568579165,"score_spread":0.1668974131000702,"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."}}