{"id":"W3186936427","doi":"10.3390/w13131857","title":"Characteristics of the Exchange Flow of the Bay of Quinte and Its Sheltered Embayments with Lake Ontario","year":2021,"lang":"en","type":"article","venue":"Water","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"Environment and Climate Change Canada","keywords":"Bay; Flushing; Stratification (seeds); Oceanography; Estuary; Environmental science; Thermocline; Outflow; Hydrology (agriculture); Water column; Water level; Geology; Geography; Dormancy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000105935,0.000201326,0.0001708531,0.0005544419,0.001335915,0.0007780638,0.0003587559,0.0002145901,0.001752357],"category_scores_gemma":[0.0005926255,0.0001381219,0.0001473838,0.001151331,0.0004060299,0.0002562912,0.000614276,0.0001606457,0.0001037232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006944539,"about_ca_system_score_gemma":0.002968236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9100606,"about_ca_topic_score_gemma":0.955023,"domain_scores_codex":[0.9998691,0.000008987138,0.000005511013,0.00003323183,0.00004149417,0.00004170312],"domain_scores_gemma":[0.9997621,0.00003215972,0.00005026836,0.00000676166,0.00009348429,0.00005521689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000200919,0.00003822874,0.9638444,0.00005432534,0.00003178924,0.0006246262,0.004729614,0.003625934,0.01476962,0.0003533484,0.0009147543,0.0108124],"study_design_scores_gemma":[0.00000338376,0.00001488132,0.9960295,0.000004637409,0.000004953828,0.00002698151,0.0009145738,0.001947131,0.0002101483,0.00001016705,0.0008270507,0.000006615383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976869,0.0000384765,0.0001015506,0.00003003898,0.000001323548,0.00001354167,0.0003292754,0.00000914427,0.001789784],"genre_scores_gemma":[0.9985173,0.00003059908,0.0001461026,0.000006957413,8.569332e-7,0.00001192925,0.0002620926,0.000002782662,0.001021369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08993942,"threshold_uncertainty_score":0.1809381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014182182185645,"score_gpt":0.1840506858458843,"score_spread":0.1739088640240279,"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."}}