{"id":"W1553249655","doi":"10.1007/978-3-319-48761-8_225","title":"Primary Cooling Heat Transfer during the Direct-Chill Casting of Aluminum Alloy AA6111","year":2012,"lang":"en","type":"book-chapter","venue":"ICAA13 Pittsburgh","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Alloy; Materials science; Casting; Metallurgy; Aluminium; Heat transfer; Thermodynamics; Physics","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":[0.0002022501,0.0003442293,0.0005958689,0.0002313756,0.0006338146,0.0005471305,0.0004081108,0.000239424,0.003206793],"category_scores_gemma":[0.0002233687,0.0002938221,0.0002722416,0.0002564281,0.0003745454,0.0005315801,0.0002791215,0.0007532957,0.0008741282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094445,"about_ca_system_score_gemma":0.001035044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007650166,"about_ca_topic_score_gemma":0.02791609,"domain_scores_codex":[0.9998065,0.000009247096,0.000002968544,0.00002936755,0.0001139784,0.00003803362],"domain_scores_gemma":[0.9999108,0.0000230002,0.000007859109,0.00001149266,0.00003880979,0.000007965146],"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":[0.0003435299,0.0001193999,0.0007363828,0.0004721384,0.000008842899,0.0002842398,0.0007352783,0.001713102,0.8925751,0.002987178,0.004223033,0.09580168],"study_design_scores_gemma":[0.00001156298,0.0002079221,0.009388449,0.00003105625,0.00001317389,0.0002758721,0.0001592331,0.003383726,0.9622895,0.0003085263,0.02390945,0.00002163571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8328059,0.01037799,0.03252371,0.0003624332,0.0006752176,0.0002099153,0.000595115,0.0007883444,0.1216614],"genre_scores_gemma":[0.9077569,0.00131303,0.006231426,0.00005054499,0.00005131786,0.00002688059,0.0003010121,0.0002644709,0.08400448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007650166,"threshold_uncertainty_score":0.01521128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016972848928037,"score_gpt":0.1742284508396228,"score_spread":0.1640587223503424,"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."}}