{"id":"W6983748383","doi":"","title":"Numerical investigation of dross formation and minimization in continuous galvanizing baths","year":2011,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Bauxite Residue and Utilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Dross; Galvanization; Zinc; Flow (mathematics); Inert gas; Aluminium; Inert; Work (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":[0.0003733971,0.0003074035,0.0004935852,0.0003981283,0.0004784747,0.0006811629,0.0005970249,0.001064154,0.002221428],"category_scores_gemma":[0.001662134,0.0002970567,0.0004467434,0.0002876982,0.001060745,0.0003913818,0.00044899,0.0004840255,0.000141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009246524,"about_ca_system_score_gemma":0.0006572502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007242062,"about_ca_topic_score_gemma":0.003808011,"domain_scores_codex":[0.9998856,0.00002027163,0.000004914511,0.00001976224,0.00003244939,0.00003706738],"domain_scores_gemma":[0.9993122,0.0004416957,0.00008522132,0.00003810363,0.00007843824,0.00004452998],"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":[0.00006471688,0.00002654973,0.001709994,0.00004357983,0.000009481242,0.00009759021,0.00005205779,0.9880493,0.005391394,0.002720673,0.0001494571,0.001685139],"study_design_scores_gemma":[0.00001144717,0.00002206176,0.0003401519,0.000003915869,0.000002048965,0.00001088648,0.00002524951,0.9978743,0.001139919,0.0003656616,0.0002001694,0.000004123607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9245908,0.0002736445,0.05684512,0.0004105578,0.00005095601,0.00008005084,0.0003165895,0.0002540723,0.01717823],"genre_scores_gemma":[0.9840152,0.0000744837,0.01305917,0.00003239226,0.000006002605,0.0000591361,0.0001298674,0.00003912514,0.00258454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007242062,"threshold_uncertainty_score":0.01439983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256097977425636,"score_gpt":0.1978221372985324,"score_spread":0.185261157524276,"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."}}