{"id":"W1470796951","doi":"10.1016/s0167-4528(01)80009-0","title":"Chapter 7 Fine-coal multi-unit processing circuits","year":2001,"lang":"en","type":"book-chapter","venue":"Developments in mineral processing","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coal; Gravity separation; Froth flotation; Separator (oil production); Clean coal; Waste management; Specific gravity; Particle size; Pyrite; Yield (engineering); Chemistry; Process engineering; Mineralogy; Materials science; Chemical engineering; Metallurgy; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003198644,0.0006291607,0.000491347,0.0003267529,0.0002711893,0.0001770551,0.0004286267,0.0004119959,0.004498135],"category_scores_gemma":[0.00003064126,0.000633286,0.00007558912,0.0001606908,0.0001958285,0.0006405056,0.0002173132,0.0005527582,0.0006610679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003042883,"about_ca_system_score_gemma":0.0001037947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004431052,"about_ca_topic_score_gemma":0.0005031363,"domain_scores_codex":[0.9969829,0.00002007895,0.0009317265,0.0008583124,0.0006901537,0.0005168511],"domain_scores_gemma":[0.9990885,0.00001540744,0.000454873,0.0002238879,0.00005855853,0.0001588208],"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":[0.00003176516,0.0001587704,0.00843645,0.000234556,0.00002442828,0.0001989344,0.002948847,0.0003800612,0.004642282,0.001492909,0.003525527,0.9779255],"study_design_scores_gemma":[0.001953986,0.00007292224,0.01289859,0.002024247,0.00004577315,0.000114008,0.00006738343,0.008703347,0.001366381,0.003942696,0.9656346,0.00317604],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003542388,0.000319364,0.004971283,0.0001236704,0.0001325662,0.0006122001,0.000008556506,0.0002665505,0.9900234],"genre_scores_gemma":[0.1424929,0.0001102119,0.02248389,0.001072553,0.0001227216,0.00008623004,0.0002016187,0.0001662514,0.8332636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9747494,"threshold_uncertainty_score":0.9996119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05300749852716613,"score_gpt":0.2907682965316625,"score_spread":0.2377607980044963,"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."}}