{"id":"W2981416991","doi":"10.1016/b978-0-12-814227-1.00057-9","title":"Casting the Blast Furnace","year":2019,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Iron and Steelmaking Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Blast furnace; Casting; Coke; Hearth; Engineering; Slag (welding); Metallurgy; Flue; Molten metal; Waste management; 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":[0.0001431588,0.0008766421,0.0005721606,0.001147698,0.001264241,0.002330377,0.0005954896,0.001085254,0.1389528],"category_scores_gemma":[0.0002373925,0.0004964335,0.000359993,0.001416743,0.0007084385,0.00141648,0.001113086,0.001669459,0.06043036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009764661,"about_ca_system_score_gemma":0.0009156168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005435985,"about_ca_topic_score_gemma":0.0179602,"domain_scores_codex":[0.9998447,0.00001220998,0.000005891068,0.00003523272,0.00008586136,0.00001621042],"domain_scores_gemma":[0.9999508,0.00001150797,0.00000248296,0.00001096037,0.00001795114,0.000006289896],"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":[0.00004197455,0.00006955216,0.0001379046,0.0003717236,0.000005956926,0.000169336,0.000338054,0.001128971,0.005156499,0.08766422,0.1998124,0.7051035],"study_design_scores_gemma":[0.000002705213,0.00001176303,0.0002662489,0.0001074258,0.000002588828,0.0001342536,0.00006523856,0.0003413752,0.001047877,0.006931307,0.991085,0.00000419967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001117407,0.01648183,0.005471896,0.000483879,0.0007620794,0.00002422493,0.0001336449,0.0003153021,0.9752098],"genre_scores_gemma":[0.003353337,0.005648682,0.001830074,0.00006922503,0.00006591265,0.000007776172,0.00009906359,0.00007290176,0.9888531],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1389528,"threshold_uncertainty_score":0.4648436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129236424581745,"score_gpt":0.204263232253715,"score_spread":0.1913395897955406,"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."}}