{"id":"W4310474480","doi":"10.3390/min12121528","title":"The Correlation between Macroscopic Image and Object Properties with Bubble Size in Flotation","year":2022,"lang":"en","type":"article","venue":"Minerals","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agencia Nacional de Investigación y Desarrollo; Universidad Técnica Federico Santa María","keywords":"Bubble; Sauter mean diameter; Range (aeronautics); Mathematics; Materials science; Hydraulic diameter; Biological system; Analytical Chemistry (journal); Chromatography; Chemistry; Mechanics; Composite material; Physics; Thermodynamics; Turbulence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002929123,0.00007043244,0.00007502694,0.00002011925,0.0003034375,0.00005512827,0.0000629299,0.0000141706,0.0005170159],"category_scores_gemma":[0.00003768778,0.00004703408,0.000009396235,0.0001796676,0.00008419091,0.0001795404,0.00006344417,0.00008598511,0.00001798781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007047511,"about_ca_system_score_gemma":0.000007830135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004652271,"about_ca_topic_score_gemma":0.0004923993,"domain_scores_codex":[0.999265,0.0001121189,0.0001593146,0.0001479441,0.0001999834,0.0001156738],"domain_scores_gemma":[0.9997441,0.00007505954,0.00005735976,0.00009433426,0.000006129598,0.0000230789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000980621,0.00005564628,0.1909084,0.00001138892,0.000008732099,0.000006427185,0.004900336,0.003985388,0.7799041,0.0003738431,0.01487231,0.004875299],"study_design_scores_gemma":[0.002756734,0.001156375,0.7458837,0.00004053447,0.00003525803,0.00003624196,0.002548316,0.02917343,0.1300196,0.003640559,0.08382028,0.0008889326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940463,0.00004911565,0.0001619151,0.0008101783,0.00002242416,0.0003229624,0.000003659538,0.00003906905,0.004544432],"genre_scores_gemma":[0.9891283,0.00001169573,0.0007040254,0.0001746856,0.00001171838,0.0001715011,0.00001039394,0.000007530095,0.009780135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6498845,"threshold_uncertainty_score":0.5660962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157343492814862,"score_gpt":0.2363511443531878,"score_spread":0.2247777094250392,"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."}}