{"id":"W1568611604","doi":"10.2166/wqrj.2004.033","title":"Simulation of Oxygen Transfer Rates in Circular Aeration Tanks","year":2004,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Aeration; Rotor (electric); Volume (thermodynamics); Square (algebra); Mechanics; Power (physics); Oxygen; Viscosity; Engineering; Environmental engineering; Chemistry; Thermodynamics; Waste management; Mechanical engineering; Mathematics; Physics; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002568849,0.000218327,0.0002827276,0.0002204667,0.0002614686,0.0003214384,0.0004367533,0.0006060615,0.001233164],"category_scores_gemma":[0.001188842,0.0001462744,0.0002867578,0.0002218853,0.0003540156,0.0003424718,0.0002884384,0.0003166823,0.0001579156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000568295,"about_ca_system_score_gemma":0.0004563564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008120083,"about_ca_topic_score_gemma":0.002757376,"domain_scores_codex":[0.9999015,0.00001392837,0.000005231723,0.00002244764,0.00002402069,0.00003271558],"domain_scores_gemma":[0.999267,0.0004789713,0.00005859436,0.00003544883,0.000111775,0.00004821036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003730488,0.0001109199,0.003378207,0.00004345475,0.00001184879,0.00009764767,0.00009567793,0.9625269,0.02939318,0.0006988765,0.0001364414,0.003133732],"study_design_scores_gemma":[0.00001851256,0.0001148299,0.0006180791,0.000002185095,0.000003218993,0.00000687714,0.00002384114,0.9894762,0.009488141,0.0001064189,0.0001362159,0.000005536165],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900764,0.00002396396,0.008628399,0.00003810457,0.000007236009,0.00001903542,0.0001027382,0.00008584328,0.001018397],"genre_scores_gemma":[0.9967166,0.00002458506,0.002480454,0.000006625163,7.245389e-7,0.00002153947,0.00007654649,0.000007597424,0.0006653469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008120083,"threshold_uncertainty_score":0.01614565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1362370914370563,"score_gpt":0.4371637644702732,"score_spread":0.300926673033217,"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."}}