{"id":"W4385356628","doi":"10.1016/j.mineng.2023.108272","title":"Investigation of residence time and fluid volume in spiral concentrators","year":2023,"lang":"en","type":"article","venue":"Minerals Engineering","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Spiral (railway); Residence time (fluid dynamics); Trough (economics); Concentrator; Volume (thermodynamics); TRACER; Slurry; Mechanics; Environmental science; Materials science; Petroleum engineering; Chemistry; Engineering; Mechanical engineering; Environmental engineering; Physics; Geotechnical engineering; Thermodynamics; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001619702,0.0001167098,0.0001650943,0.0002141593,0.00001315704,0.00001859124,0.00006300656,0.00005666262,0.000009156486],"category_scores_gemma":[0.00006378406,0.0001290283,0.0000150082,0.0005994826,0.0000201475,0.0001581679,0.00002025156,0.00009541729,0.00001922068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002113562,"about_ca_system_score_gemma":0.000007672809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000222634,"about_ca_topic_score_gemma":0.000003068109,"domain_scores_codex":[0.9993298,0.000006490111,0.0002275474,0.0001187971,0.00009360795,0.000223735],"domain_scores_gemma":[0.999792,0.00003373057,0.00001705182,0.00008254677,0.00001622789,0.00005841094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[8.796096e-7,5.218024e-7,0.006095388,0.0001430797,0.000003913852,0.00000658822,0.0002796387,0.367766,0.6246089,0.00003234072,0.0008883682,0.000174378],"study_design_scores_gemma":[0.0001724507,0.00001302637,0.01776803,0.0002645954,0.000003932235,0.000003716113,0.00001296937,0.9401456,0.04117838,0.00002228517,0.0002391649,0.0001758432],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988558,0.0003896887,0.0001059137,0.00003519146,0.00009330879,0.00005456971,0.000004041645,0.0002953998,0.0001660746],"genre_scores_gemma":[0.9989142,0.00004362598,0.0004964591,0.000006256585,0.0000535837,0.000006920868,0.00001077599,0.00002541169,0.0004427104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5834305,"threshold_uncertainty_score":0.526162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239744360762943,"score_gpt":0.1974680134376134,"score_spread":0.185070569829984,"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."}}