{"id":"W2082457678","doi":"10.1111/j.1440-1770.2005.00273.x","title":"Seasonal and diel changes of dissolved oxygen in a hypertrophic prairie lake","year":2005,"lang":"en","type":"article","venue":"Lakes & Reservoirs Science Policy and Management for Sustainable Use","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Diel vertical migration; Fish kill; Environmental science; Chlorophyll a; Bloom; Water column; Oceanography; Algal bloom; Phytoplankton; Fishery; Ecology; Nutrient; Biology; Geology","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":[0.0002684332,0.0001586052,0.0001856076,0.0004967107,0.0003627035,0.0003760318,0.0001731889,0.0002706724,0.0004270812],"category_scores_gemma":[0.0004526053,0.000144491,0.0001268189,0.0003860918,0.0002644556,0.000256066,0.0003907849,0.0001778991,0.0001127442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005818842,"about_ca_system_score_gemma":0.0002536246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01534263,"about_ca_topic_score_gemma":0.03237956,"domain_scores_codex":[0.9999136,0.000009640189,0.000006352834,0.00002486545,0.00002431918,0.00002130132],"domain_scores_gemma":[0.9995987,0.0000530488,0.0001292903,0.00001661106,0.00009975605,0.0001026673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000190486,0.0000610297,0.9871678,0.00001172383,0.00003528411,0.0001780983,0.0003916302,0.0002065152,0.009600774,0.00001881891,0.00006149581,0.002076305],"study_design_scores_gemma":[0.000001481334,0.00004954378,0.9993043,8.099382e-7,0.00000282528,0.0000274581,0.0001404203,0.0001866631,0.0002074358,0.000005711764,0.00007148812,0.00000184817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997366,0.00001712761,0.00001501603,0.000004516161,4.567416e-7,0.000002633033,0.00009803165,0.000001021613,0.000124592],"genre_scores_gemma":[0.9995048,0.00001593971,0.00003858335,0.000005766235,0.000001096154,0.000005433976,0.0002166851,4.338812e-7,0.0002113864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01534263,"threshold_uncertainty_score":0.03050661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106723781847908,"score_gpt":0.2478398709050967,"score_spread":0.2367726330866177,"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."}}