{"id":"W1965009024","doi":"10.1007/s11771-014-2086-1","title":"Effect of solids on pulp and froth properties in flotation","year":2014,"lang":"en","type":"article","venue":"Journal of Central South University","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Talc; Gangue; Bubble; Coalescence (physics); Froth flotation; Pulp (tooth); Economies of agglomeration; Chemical engineering; Agglomerate; Materials science; Comminution; Particle size; Sphalerite; Dispersion (optics); Mineralogy; Pyrite; Chemistry; Metallurgy; Composite material; Mechanics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002337011,0.0000404675,0.00009552227,0.00004761075,0.00002347025,0.000004473236,0.0000519981,0.00002307971,0.00007690569],"category_scores_gemma":[0.00003509159,0.00003094276,0.00002567182,0.0000576348,0.00004554159,0.0001349292,0.00001230652,0.00005883687,0.00000268744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004919458,"about_ca_system_score_gemma":0.000003939667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003421581,"about_ca_topic_score_gemma":0.00001448663,"domain_scores_codex":[0.9995462,0.0001234068,0.0001023107,0.00004587837,0.0001193816,0.00006278087],"domain_scores_gemma":[0.9997826,0.00002146914,0.0001155976,0.00003015264,0.000007843779,0.0000423255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002506604,0.0002227351,0.7928293,0.00008209055,0.0000261161,0.00001935842,0.0160322,0.006850637,0.1373999,0.001022482,0.0012709,0.04173763],"study_design_scores_gemma":[0.003041799,0.002721308,0.7377363,0.0001133867,0.000035577,0.000007367884,0.0005846988,0.007935626,0.2439999,0.0001473463,0.003486979,0.0001896938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980847,0.000003261595,0.0004663675,0.00005656766,0.00002266292,0.00005639559,6.721853e-7,0.000003644038,0.001305733],"genre_scores_gemma":[0.9996836,0.000009622384,0.0001447402,0.00002511335,0.000009094008,3.515621e-8,2.560631e-7,0.000001468324,0.0001261358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1066,"threshold_uncertainty_score":0.1261809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006079983970837045,"score_gpt":0.1927885617256956,"score_spread":0.1867085777548585,"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."}}