{"id":"W2043914197","doi":"10.1002/cjce.20119","title":"Fibre fractionation using air‐sparged hydrocyclone","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Cyclone Separators and Fluid Dynamics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Hydrocyclone; Arithmetic underflow; Fractionation; Pulp (tooth); Volumetric flow rate; Pulp and paper industry; Chemistry; Chromatography; Environmental science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001743012,0.0003211756,0.0003777465,0.000295632,0.0002220487,0.0003500214,0.0001769205,0.0001717154,0.0007289599],"category_scores_gemma":[0.0002068634,0.00008776206,0.0001669551,0.0002164293,0.0003060785,0.0002961519,0.0002192011,0.0003417753,0.0002547748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004038138,"about_ca_system_score_gemma":0.0004923543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00370745,"about_ca_topic_score_gemma":0.006833854,"domain_scores_codex":[0.9998559,0.00001108858,0.00001025114,0.00004485983,0.0000347015,0.00004324681],"domain_scores_gemma":[0.9998389,0.00004082175,0.00002905047,0.00001399514,0.00003411754,0.00004307251],"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":[0.000146273,0.00001692867,0.0002830396,0.00004322484,0.000004314036,0.00002033152,0.00002734763,0.000116382,0.9966992,0.00001485853,0.00001142812,0.002616637],"study_design_scores_gemma":[0.000006366053,0.0001858433,0.002031264,0.000004948774,0.000007268708,0.00002468949,0.00001512332,0.0002874436,0.996914,0.000007173748,0.0005115616,0.000004227501],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976291,0.0005560818,0.001110497,0.00001676763,0.00001028723,0.0000196256,0.00008064495,0.00002772157,0.0005492393],"genre_scores_gemma":[0.9952009,0.0004889602,0.002252066,0.00003197111,0.000006750669,0.0000101176,0.0001969812,0.00002201959,0.001790266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00370745,"threshold_uncertainty_score":0.007371724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005744035135323794,"score_gpt":0.1856143805394694,"score_spread":0.1798703454041456,"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."}}