{"id":"W6983779201","doi":"","title":"Numerical simulation of flow, temperature and composition variation in the snout and sink roll region of continuous galvanizing baths","year":2013,"lang":"en","type":"article","venue":"NPARC","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Galvanization; Snout; Sink (geography); Entrainment (biomusicology); Computer simulation; Coating","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003125205,0.0003574189,0.0005970633,0.0003840181,0.0005526143,0.0006919212,0.0005613188,0.001183617,0.001658671],"category_scores_gemma":[0.001072358,0.0002893399,0.0004614796,0.0004645594,0.0008015564,0.0003091758,0.0003354257,0.000499156,0.0001405533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008730523,"about_ca_system_score_gemma":0.0008195209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002379,"about_ca_topic_score_gemma":0.004911499,"domain_scores_codex":[0.999879,0.00002264454,0.000007425931,0.00002228883,0.00003272954,0.00003582218],"domain_scores_gemma":[0.9993827,0.0003903637,0.0000627333,0.0000321959,0.00008649158,0.00004544015],"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":[0.0001501665,0.00008161532,0.002756321,0.00006139872,0.00001655125,0.0001410299,0.00009641806,0.9809909,0.0122121,0.001264585,0.0001724984,0.002056355],"study_design_scores_gemma":[0.00001291971,0.00003161382,0.0005149068,0.000003319025,0.000003053066,0.000007853191,0.00001843439,0.9973432,0.001812806,0.0001225019,0.0001245144,0.000004848483],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754952,0.0001438214,0.01620808,0.0001710976,0.00003728702,0.00005346546,0.0003963405,0.0001970627,0.007297702],"genre_scores_gemma":[0.9914868,0.00007665854,0.006543463,0.00001643019,0.000004143548,0.00005759139,0.0001677543,0.00002116116,0.001625977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01002379,"threshold_uncertainty_score":0.01993084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005928078480748341,"score_gpt":0.1939217985621004,"score_spread":0.187993720081352,"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."}}