{"id":"W4280635287","doi":"10.3390/met12050862","title":"Continuous Casting Practices for Steel: Past, Present and Future","year":2022,"lang":"en","type":"article","venue":"Metals","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Caster; Continuous casting; Casting; Manufacturing engineering; Engineering; Quality (philosophy); Drum; Metallurgy; Mechanical engineering; Materials science","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":[0.001563222,0.0005468649,0.0004654996,0.001418964,0.0008084305,0.002400123,0.001011984,0.001037093,0.003040087],"category_scores_gemma":[0.001265051,0.0004555221,0.0003023865,0.002569595,0.002102495,0.002795195,0.000895849,0.001783418,0.001700059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001695635,"about_ca_system_score_gemma":0.001840981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003426997,"about_ca_topic_score_gemma":0.006258712,"domain_scores_codex":[0.9989613,0.0001497853,0.00008857381,0.0001917576,0.0005349517,0.00007353293],"domain_scores_gemma":[0.9990103,0.0004061633,0.0001216452,0.00009875681,0.0002993407,0.0000636994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007522383,0.0001408563,0.0005737792,0.007537292,0.00002240781,0.000181005,0.000922523,0.0006531464,0.007026285,0.05636021,0.02032522,0.9061821],"study_design_scores_gemma":[0.000004767551,0.0001487043,0.001047843,0.001878623,0.00001531751,0.0005525812,0.0003425761,0.0002211783,0.003459093,0.005233498,0.9870683,0.00002751502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002055018,0.9819319,0.002602992,0.001383064,0.0006621219,0.000009515098,0.00001798894,0.00003049882,0.01130691],"genre_scores_gemma":[0.01497799,0.9716681,0.00579042,0.0005710316,0.000807467,0.00001932749,0.00005251512,0.00003929811,0.006073898],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003426997,"threshold_uncertainty_score":0.01230276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02141605849739025,"score_gpt":0.2550184417357625,"score_spread":0.2336023832383723,"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."}}