{"id":"W2117420000","doi":"10.1002/wrcr.20241","title":"Factors affecting the development and dynamics of hypoxia in a large shallow stratified lake: Hourly to seasonal patterns","year":2013,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; National Water Research Institute; Ministry of Natural Resources","keywords":"Hypolimnion; Hypoxia (environmental); Environmental science; Range (aeronautics); Hydrology (agriculture); Atmospheric sciences; Ecology; Eutrophication; Geology; Biology; Engineering; Nutrient","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001465912,0.00006931504,0.0001449645,0.0003405686,0.0002102893,0.0002601706,0.0001166095,0.0001459712,0.001297598],"category_scores_gemma":[0.0004893093,0.0001104786,0.0001084007,0.0003428289,0.0002113388,0.0002327352,0.0003084304,0.0001209799,0.0001128119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002210995,"about_ca_system_score_gemma":0.0001879312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007011248,"about_ca_topic_score_gemma":0.0161931,"domain_scores_codex":[0.9999537,0.000009522283,0.000004446177,0.00001168274,0.000006472994,0.000014158],"domain_scores_gemma":[0.9996612,0.00007204574,0.00009197898,0.00001587083,0.00005242674,0.0001064355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001688695,0.00001728953,0.9901513,0.000009884476,0.00002386546,0.00004241191,0.0002257466,0.0001677852,0.005971575,0.00004621048,0.0001161705,0.003058787],"study_design_scores_gemma":[5.237104e-7,0.00001311262,0.9996502,5.913208e-7,0.000002072657,0.000009005915,0.00008074872,0.0001509994,0.00004940968,0.000009641391,0.00003292214,7.564018e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994429,0.00002609884,0.00007423148,0.00002006173,0.000001365931,0.000002471364,0.0001151392,0.000003180975,0.0003146805],"genre_scores_gemma":[0.9997221,0.00001098086,0.00004292179,0.000006659751,0.000002792941,0.000002278069,0.00007221908,0.00000126453,0.0001388031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007011248,"threshold_uncertainty_score":0.01394087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03916355660172652,"score_gpt":0.2584745983140705,"score_spread":0.219311041712344,"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."}}