{"id":"W6981380066","doi":"","title":"Effects of strip temperature and Mn content on galvanizing bath management","year":2017,"lang":"en","type":"article","venue":"NPARC","topic":"Pentecostalism and Christianity Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Zinc Association","keywords":"Galvanization; Dross; Manganese; Zinc; Aluminium; Strip steel; Work (physics)","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":[0.0002129082,0.0001682149,0.0002607206,0.0002056114,0.0002227729,0.0004955116,0.0003608132,0.0003892779,0.002464985],"category_scores_gemma":[0.0007209376,0.0001481156,0.0002377701,0.0001932301,0.0004996922,0.0003986478,0.0003606995,0.0003089613,0.0001856731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003834133,"about_ca_system_score_gemma":0.0002040327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002700542,"about_ca_topic_score_gemma":0.002814021,"domain_scores_codex":[0.9999031,0.0000172207,0.000004383871,0.00002420123,0.00002223074,0.00002881671],"domain_scores_gemma":[0.9997088,0.0001627526,0.00004522184,0.00002174233,0.00003795407,0.0000235662],"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":[0.001926185,0.0003930996,0.02811287,0.0005776047,0.00008190317,0.001102393,0.0005991156,0.4423323,0.4979485,0.005984124,0.0005709364,0.02037087],"study_design_scores_gemma":[0.0001308494,0.002262678,0.06250078,0.00009341577,0.0001385644,0.0002744265,0.001488453,0.4804576,0.4469617,0.001433047,0.004170074,0.00008842606],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956897,0.0001044605,0.001141085,0.00002946241,0.000008104163,0.000008807167,0.0000465203,0.00001680252,0.002955215],"genre_scores_gemma":[0.9987081,0.000056165,0.0005290839,0.000004829434,0.000001191106,0.000003773706,0.00001714516,0.00000687411,0.0006728359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002700542,"threshold_uncertainty_score":0.008246183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03230339470362017,"score_gpt":0.2227258858603153,"score_spread":0.1904224911566952,"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."}}