{"id":"W2950869430","doi":"10.1002/chin.200144247","title":"ChemInform Abstract: Retrospect on Technology Innovations in Ferrous Pyrometallurgy","year":2001,"lang":"en","type":"article","venue":"ChemInform","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Chemistry; Pyrometallurgy; Ferrous; Service (business); Business; Marketing; Organic chemistry","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":[0.003418106,0.0005545943,0.0003500349,0.00242168,0.0006730703,0.003587957,0.0005913915,0.00183395,0.01022731],"category_scores_gemma":[0.006065609,0.0002764949,0.0002407436,0.003596562,0.001667994,0.005221884,0.001035214,0.00276323,0.004480872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002963173,"about_ca_system_score_gemma":0.001981656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002493048,"about_ca_topic_score_gemma":0.002955641,"domain_scores_codex":[0.9991871,0.0001548957,0.00007301595,0.0001014954,0.0004021634,0.00008141286],"domain_scores_gemma":[0.9968624,0.001318845,0.0002483269,0.0001548424,0.001202098,0.000213369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005936763,0.000104995,0.0007894448,0.003913075,0.00004901926,0.0003517867,0.0003343362,0.0009549094,0.003222806,0.1090191,0.4691882,0.4114787],"study_design_scores_gemma":[0.00001143287,0.00006008895,0.0007301376,0.0005600065,0.00001415903,0.000165371,0.0001249616,0.00009935729,0.003937998,0.007832971,0.9864486,0.0000147881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007581287,0.7740687,0.002786945,0.1039307,0.01492694,0.000023575,0.001015899,0.000257951,0.09540817],"genre_scores_gemma":[0.08666351,0.8081394,0.002685747,0.02632255,0.01154967,0.00002619791,0.0006839539,0.0002861613,0.06364291],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01022731,"threshold_uncertainty_score":0.03421378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144859528256593,"score_gpt":0.22168097179588,"score_spread":0.2102323765133141,"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."}}