{"id":"W1504163680","doi":"10.1080/14634988.2015.1000787","title":"Lake Ontario water quality during the 2003 and 2008 intensive field years and comparison with long-term trends","year":2015,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Natural Resources and Forestry; Hatch (Canada); Fisheries and Oceans Canada","funders":"U.S. Geological Survey; Ministry of Natural Resources; U.S. Environmental Protection Agency","keywords":"Environmental science; Chlorophyll a; Spring (device); Trophic level; Eutrophication; Ecology; Nutrient; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008787378,0.0001569164,0.0002904947,0.00003823997,0.0002218404,0.00003859535,0.0001325344,0.00005097657,0.0009826124],"category_scores_gemma":[0.000009889231,0.00009442696,0.00001523917,0.0001067639,0.00008514787,0.0001099869,0.000219478,0.0001560132,0.0003352338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000287547,"about_ca_system_score_gemma":0.00002140957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007655984,"about_ca_topic_score_gemma":0.6756026,"domain_scores_codex":[0.9984393,0.0002002525,0.0003969541,0.0003290997,0.0002546774,0.0003796814],"domain_scores_gemma":[0.9993383,0.00003608409,0.0001465699,0.0002914071,0.00001405907,0.0001736087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000532929,0.00006011536,0.9772189,0.0001174779,0.00004285259,0.00004013537,0.006424185,0.00002084624,0.000001188444,0.00003333896,0.006793571,0.009194058],"study_design_scores_gemma":[0.0009002942,0.0002818202,0.9945592,0.0000570341,0.00004974774,0.00002058494,0.001528481,0.0003304502,0.00001813359,0.00002506219,0.002071102,0.000158036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958058,0.00005630202,0.0001608486,0.001948446,0.0001625343,0.0006019122,0.000002109233,0.00002069135,0.001241365],"genre_scores_gemma":[0.9925411,0.00001560558,0.0002073883,0.001314171,0.0000136021,0.00006288392,0.00001105526,0.000009709556,0.005824463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6679466,"threshold_uncertainty_score":0.9999306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03123300787765696,"score_gpt":0.2814404727880461,"score_spread":0.2502074649103891,"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."}}