{"id":"W2125665057","doi":"10.1515/htmp-2012-0071","title":"Modification of Steelmaking Slag by Additions of Salts from Aluminum Production","year":2012,"lang":"en","type":"article","venue":"High Temperature Materials and Processes","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Steelmaking; Slag (welding); Scrap; Metallurgy; Dross; Materials science; Basic oxygen steelmaking; Aluminium; Raw material; Salt (chemistry); Waste management; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009586175,0.0001278434,0.0002377924,0.00003216086,0.00004027299,0.00002706218,0.00006165737,0.0001030914,0.0001740091],"category_scores_gemma":[0.00004520192,0.0001024797,0.0000135241,0.0001375465,0.00003755912,0.0002550374,0.00001277282,0.00004977358,0.000001773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000636723,"about_ca_system_score_gemma":0.00001033405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003407837,"about_ca_topic_score_gemma":0.000003100057,"domain_scores_codex":[0.9993671,0.0000188455,0.0002648094,0.0001203031,0.0001031928,0.0001257937],"domain_scores_gemma":[0.9996071,0.00003367726,0.00009778036,0.0001152576,0.0001069237,0.00003930083],"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":[0.00001836269,0.00004434938,0.00002110863,0.001244261,0.00003089226,7.176603e-8,0.0002222691,0.0001486935,0.9964039,0.00142244,0.0002651622,0.0001784758],"study_design_scores_gemma":[0.0001229742,0.00002170419,0.001181467,0.0001528587,0.00004471978,0.000002598048,0.00006520432,0.00007377628,0.9959151,0.0006300294,0.001641551,0.0001480421],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947484,0.003706509,0.0002385949,0.00002904149,0.0004127702,0.000127019,0.0005356354,0.00005756116,0.0001444398],"genre_scores_gemma":[0.9980142,0.0008800174,0.000387285,0.000006329295,0.0002127437,0.00002470642,0.0004043465,0.00002149494,0.00004893926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003265709,"threshold_uncertainty_score":0.4178999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008026889067765866,"score_gpt":0.2025945007157038,"score_spread":0.194567611647938,"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."}}