{"id":"W1964424491","doi":"10.1139/f06-165","title":"Environmental implications of stratification and turbulent mixing in a shallow lake basin","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Water column; Stratification (seeds); Benthic zone; Hypolimnion; Environmental science; Temperate climate; Oceanography; Hydrology (agriculture); Water quality; Reef; Structural basin; Thermal stratification; Atmospheric sciences; Geology; Eutrophication; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.000185629,0.0001186153,0.0002783965,0.0005194658,0.0006612237,0.0005070478,0.0001276276,0.0002303154,0.0002700321],"category_scores_gemma":[0.0004095788,0.0001937443,0.0001917739,0.0004775351,0.0005752342,0.0002728532,0.0006057558,0.0001313558,0.00004312556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044722,"about_ca_system_score_gemma":0.0005934332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03666589,"about_ca_topic_score_gemma":0.06587577,"domain_scores_codex":[0.9999017,0.00001988313,0.00001097181,0.00001722285,0.00001806554,0.0000320994],"domain_scores_gemma":[0.9998041,0.00002975119,0.00007230523,0.000008154027,0.00003520463,0.00005054896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002047468,0.00003369134,0.9552991,0.00002806284,0.00006779073,0.0003772325,0.00078183,0.001934299,0.03737238,0.0001248811,0.0000477061,0.00372827],"study_design_scores_gemma":[0.000002577756,0.00002563042,0.9986946,0.000002025849,0.00001010347,0.00002079227,0.0001762801,0.0006728223,0.0002810699,0.00002915869,0.00008068875,0.000004258587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999844,0.00002041967,0.00001936815,0.000006624379,1.935358e-7,6.428763e-7,0.00001214979,0.000001377273,0.00009528972],"genre_scores_gemma":[0.9999014,0.00001681258,0.00002473379,0.000003375947,4.558716e-7,9.582056e-7,0.00002288001,5.26852e-7,0.00002887795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9633341,"threshold_uncertainty_score":0.07290494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399324508536722,"score_gpt":0.2100570455193912,"score_spread":0.196063800434024,"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."}}