{"id":"W1588829236","doi":"","title":"Water Quality of the Coastal Zone of Lake Ontario- LOCI revisited","year":2007,"lang":"en","type":"article","venue":"SUNY Digital Repository Support (State University of New York System)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water quality; Geology; Quality (philosophy); Oceanography; Geography; Physical geography; Hydrology (agriculture); Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001923766,0.0001116364,0.0001691794,0.0006232475,0.001867544,0.001246778,0.0004246945,0.0002956148,0.00197534],"category_scores_gemma":[0.001081335,0.0001298705,0.0001512239,0.002269343,0.0009362641,0.0004414429,0.0006682707,0.0002249987,0.0001685118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01538694,"about_ca_system_score_gemma":0.009235865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9802802,"about_ca_topic_score_gemma":0.9958416,"domain_scores_codex":[0.9997422,0.0000241338,0.00001473765,0.00004590941,0.000102961,0.00007003667],"domain_scores_gemma":[0.9993029,0.0000430428,0.0001517116,0.00003018259,0.000340107,0.0001320529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001886837,0.00002025237,0.972676,0.00009486228,0.00005686091,0.0007639092,0.007966652,0.0002926465,0.002349141,0.000854347,0.003109566,0.01162714],"study_design_scores_gemma":[0.000002932847,0.000008222558,0.9954808,0.000009960099,0.000005957585,0.00003296619,0.002551409,0.00008225801,0.00006756771,0.00004577222,0.001707162,0.000005049285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915804,0.0002735912,0.00006188473,0.0006860819,0.000007223899,0.00001409131,0.001235459,0.000008052311,0.006133236],"genre_scores_gemma":[0.9978365,0.0001055104,0.00005139832,0.00003688194,0.000002060204,0.000003386335,0.0002308584,0.000002394726,0.001731005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01971978,"threshold_uncertainty_score":0.1116406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495318881600074,"score_gpt":0.1983973753135979,"score_spread":0.1834441864975971,"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."}}