{"id":"W2597598301","doi":"10.1007/s10661-017-5888-4","title":"Bubble size distribution in a laboratory-scale electroflotation study","year":2017,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Bubble; Weibull distribution; Range (aeronautics); Log-normal distribution; Mechanics; Scale (ratio); Analytical Chemistry (journal); Mathematics; Materials science; Environmental science; Chemistry; Statistics; Chromatography; Physics; Composite material","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":[0.0002560957,0.0001171266,0.0001085793,0.00001012905,0.0003726144,0.0001187906,0.0001175505,0.00003606193,0.0001862205],"category_scores_gemma":[0.00001324811,0.0001173442,0.00001617172,0.00003359151,0.00007320043,0.000368572,0.0001126099,0.000126758,0.00002883523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002917414,"about_ca_system_score_gemma":0.000004826256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000246928,"about_ca_topic_score_gemma":0.00004124943,"domain_scores_codex":[0.999071,0.00006337246,0.0001811682,0.0002739103,0.0002476835,0.0001628686],"domain_scores_gemma":[0.999569,0.00002256061,0.0001039284,0.0002382471,0.000001358139,0.00006489801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000651608,0.000263753,0.9181754,0.000001210641,0.000002829308,0.000003634174,0.0002582965,0.00002026394,0.07645845,0.00001030224,0.00006854575,0.004730771],"study_design_scores_gemma":[0.000472426,0.0001493373,0.979107,0.000006543687,0.000005546391,6.047739e-7,0.0005168135,0.0002214008,0.01798997,0.000068987,0.001336062,0.0001252934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981815,0.00001388588,0.0001457706,0.0001261815,0.00009349129,0.0003067937,0.00001057455,0.00003142284,0.0010904],"genre_scores_gemma":[0.9983948,0.00006661152,0.0009173727,0.00001113504,0.00004199192,0.0001058328,0.00001084764,0.000008722991,0.0004426833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06093159,"threshold_uncertainty_score":0.4785159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00916283960599167,"score_gpt":0.3027141196701456,"score_spread":0.2935512800641539,"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."}}