{"id":"W3021563321","doi":"10.3390/pr8050529","title":"Numerical Modeling of Transport Phenomena in the Horizontal Single Belt Casting (HSBC) Process for the Production of AA6111 Aluminum Alloy Strip","year":2020,"lang":"en","type":"article","venue":"Processes","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Aluminium; Alloy; Turbulence; Free surface; Molten metal; STRIPS; Surface roughness; Metallurgy; Nozzle; Surface finish; Mechanics; Composite material; Mechanical engineering","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":[0.0002173783,0.0003119064,0.0003417663,0.0002561077,0.0003985545,0.0006455816,0.000396304,0.0006704863,0.0007176481],"category_scores_gemma":[0.0003634698,0.0001910112,0.0003363348,0.0002072909,0.0003377873,0.0002944211,0.0001644184,0.0002566668,0.0001506266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006996595,"about_ca_system_score_gemma":0.0008296078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008228786,"about_ca_topic_score_gemma":0.005752815,"domain_scores_codex":[0.9999099,0.00001461523,0.000005113674,0.00001399554,0.0000408447,0.00001550676],"domain_scores_gemma":[0.9998664,0.00005118811,0.00003042518,0.00001088584,0.00003426168,0.000006985068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006616942,0.00009896236,0.002686897,0.0001144416,0.00001025524,0.000189704,0.0001072124,0.9016266,0.08544082,0.002396944,0.0001276167,0.007134242],"study_design_scores_gemma":[0.000003890225,0.00003861024,0.00048151,0.000002587187,0.0000023076,0.00001637199,0.00001670809,0.9943789,0.004707781,0.0001036751,0.0002440599,0.00000369035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8798602,0.0005509784,0.1094347,0.0001874137,0.00006319191,0.0001105574,0.0001774356,0.0002307289,0.009384776],"genre_scores_gemma":[0.9853284,0.0002328472,0.01246065,0.000007632838,0.000005487742,0.00003579249,0.00005979807,0.00001350909,0.001855904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008228786,"threshold_uncertainty_score":0.01636177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03987796896880764,"score_gpt":0.2297043137264582,"score_spread":0.1898263447576505,"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."}}