{"id":"W2095156148","doi":"10.1134/s1062739148020189","title":"Dressability of abagas hematite-magnetite ores","year":2012,"lang":"en","type":"article","venue":"Journal of Mining Science","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"EVRAZ (Canada)","funders":"","keywords":"Hematite; Magnetite; Beneficiation; Iron ore; Muscovite; Magnetic separation; Metallurgy; Mineral processing; Geology; Mineralogy; Materials science; Quartz","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":[0.0002089821,0.0001712858,0.0001490956,0.0003437169,0.0002991665,0.0003446028,0.0001379851,0.00022487,0.001408571],"category_scores_gemma":[0.0003502522,0.0001076,0.000160122,0.0001172427,0.0001811574,0.0002009712,0.0001970399,0.0002824593,0.0002506285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001353346,"about_ca_system_score_gemma":0.0001475205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374694,"about_ca_topic_score_gemma":0.003172407,"domain_scores_codex":[0.9998571,0.00001840445,0.000008512158,0.00002668744,0.0000484743,0.0000408789],"domain_scores_gemma":[0.9998761,0.00003070373,0.00001974442,0.00001112134,0.00003533519,0.00002689446],"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":[0.0001675342,0.00001971526,0.0007124125,0.00002399793,0.000005859614,0.00005065822,0.00003654608,0.00006307133,0.9974375,0.00003991681,0.000009294917,0.001433471],"study_design_scores_gemma":[0.000007755927,0.0004377521,0.01664419,0.000003706522,0.000009631955,0.0001326786,0.00006682881,0.0003831876,0.9816336,0.00003244745,0.000643738,0.000004584148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987894,0.00006409959,0.0004136131,0.000009169797,0.000003157103,0.000006672696,0.0000384666,0.00001107932,0.0006644047],"genre_scores_gemma":[0.997198,0.00006128343,0.0008112169,0.00001226278,0.00000232895,0.000005563779,0.000140069,0.00001131782,0.001757886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001408571,"threshold_uncertainty_score":0.004712164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01532991296172923,"score_gpt":0.2948914098777106,"score_spread":0.2795614969159813,"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."}}