{"id":"W2083256034","doi":"10.1139/l02-076","title":"Numerical models of the exchange flows between Hamilton Harbour and Lake Ontario","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harbour; Hypolimnion; Inflow; Stratification (seeds); Environmental science; Hydrology (agriculture); Inlet; Temperate climate; Channel (broadcasting); Stratified flow; Oceanography; Geology; Turbulence; Eutrophication; Meteorology; Geography; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001310071,0.0004410613,0.0002367045,0.0003730007,0.001165468,0.0009437001,0.001084336,0.0008302926,0.002640497],"category_scores_gemma":[0.0006187712,0.0003102145,0.000342261,0.0006553274,0.0009133318,0.000456912,0.0005820462,0.0003542779,0.0001943274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006968866,"about_ca_system_score_gemma":0.005330946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7390081,"about_ca_topic_score_gemma":0.663302,"domain_scores_codex":[0.9999086,0.00001176048,0.000005048204,0.00002149832,0.00002177718,0.00003137877],"domain_scores_gemma":[0.9998099,0.00005368342,0.00004339769,0.000009693358,0.00005205597,0.0000312135],"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":[0.00002231794,0.00001134276,0.003961071,0.00001589775,0.000008639517,0.00005833034,0.00009248024,0.9901286,0.0008445679,0.002769821,0.0003964905,0.001690503],"study_design_scores_gemma":[0.00001579223,0.00001242542,0.00279276,0.000003933091,0.000007375812,0.000009390676,0.00006046939,0.9951615,0.0001753813,0.0005193144,0.001233084,0.000008698392],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9098327,0.0002854729,0.04967349,0.0004985696,0.00004602161,0.0001349658,0.002897365,0.0004045788,0.03622702],"genre_scores_gemma":[0.983751,0.0001989465,0.00538079,0.00001733891,0.00001032644,0.0001013141,0.0006832088,0.00002701819,0.009830044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2609919,"threshold_uncertainty_score":0.5250579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025423299141555,"score_gpt":0.1527070275869809,"score_spread":0.1424527945955654,"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."}}