{"id":"W1986750081","doi":"10.1061/(asce)0733-9372(2005)131:10(1404)","title":"Parameters Affecting Hydraulic Behavior of Aerated Lagoons","year":2005,"lang":"en","type":"article","venue":"Journal of Environmental Engineering","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Aeration; TRACER; Mixing (physics); Environmental science; Flow (mathematics); Volumetric flow rate; Hydrology (agriculture); Environmental engineering; Mechanics; Geology; Geotechnical engineering; Engineering; Waste management; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002428968,0.0002675394,0.0002665968,0.0002835042,0.0002532841,0.000798857,0.000201316,0.0002145857,0.0004087813],"category_scores_gemma":[0.001385031,0.0001321095,0.0001740317,0.0003448334,0.0003611272,0.0004393971,0.0003053478,0.0002969296,0.00006382816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001259396,"about_ca_system_score_gemma":0.0008372324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03783312,"about_ca_topic_score_gemma":0.02977167,"domain_scores_codex":[0.9997914,0.00002710882,0.00002048403,0.00004589022,0.00005717266,0.0000578892],"domain_scores_gemma":[0.9992542,0.0002606534,0.0001622661,0.00003933759,0.0002140228,0.00006954422],"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":[0.0008580385,0.0000802861,0.03292516,0.00007701779,0.0000444973,0.0002365391,0.0001566583,0.03071995,0.9287021,0.0001930885,0.00007994367,0.00592683],"study_design_scores_gemma":[0.0001190613,0.001489543,0.2537997,0.00002789792,0.0001199323,0.0002346492,0.000882768,0.09197302,0.6492856,0.0004002824,0.001496466,0.000171251],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999148,0.00003661927,0.0005080613,0.00001064951,0.000001796414,0.000007101629,0.000132422,0.00001435907,0.0001410749],"genre_scores_gemma":[0.9993389,0.00005840832,0.0002595815,0.000008275771,6.573942e-7,0.000006953224,0.0001810337,0.00000433267,0.0001417762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03783312,"threshold_uncertainty_score":0.07522583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004887378037955802,"score_gpt":0.1650378065243061,"score_spread":0.1601504284863503,"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."}}