{"id":"W2028716988","doi":"10.2118/65373-ms","title":"Development of a New High Effective Flotation Device Used for Water Treatment","year":2001,"lang":"en","type":"article","venue":"All Days","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bubble; Process engineering; Concentrator; Reagent; Mineral processing; Column (typography); Aeration; Materials science; Separation process; Environmental science; Chromatography; Waste management; Computer science; Engineering; Mechanical engineering; Chemistry; Metallurgy; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002609999,0.0003363246,0.0003837865,0.000682037,0.0003120902,0.0003264529,0.0005843878,0.0007220037,0.001003109],"category_scores_gemma":[0.0001853758,0.0002211137,0.0003549226,0.0002260381,0.0002295014,0.0007261643,0.000247778,0.0005689426,0.0005016383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001941443,"about_ca_system_score_gemma":0.0002108471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003897088,"about_ca_topic_score_gemma":0.000467967,"domain_scores_codex":[0.9997411,0.00001658577,0.00002235059,0.00006693303,0.0001255995,0.00002735951],"domain_scores_gemma":[0.9998803,0.00002319085,0.00002126968,0.00001064933,0.00004618989,0.00001831742],"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":[0.00003900387,0.00005228276,0.0002813034,0.0002327576,0.00001409003,0.0000731213,0.00002784529,0.0001360909,0.9788409,0.0005472293,0.0003006027,0.01945464],"study_design_scores_gemma":[0.0000353107,0.0005145983,0.002022662,0.00002071557,0.00004547537,0.0004307092,0.00002045387,0.003945678,0.9742748,0.00008924414,0.01857452,0.00002580667],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5529987,0.01730483,0.4140643,0.0009170573,0.001423703,0.0007539987,0.0007907556,0.001825158,0.009921468],"genre_scores_gemma":[0.7233158,0.005360932,0.2560873,0.0005617686,0.000255026,0.0004202929,0.0009076975,0.0001090209,0.01298221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001003109,"threshold_uncertainty_score":0.003355742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03101772472588759,"score_gpt":0.2953969829548618,"score_spread":0.2643792582289742,"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."}}