{"id":"W157918832","doi":"10.1023/a:1025529409422","title":"Status and Trends of Ontario's Sydenham River Ecosystem in Relation to Aquatic Species at Risk","year":2003,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ontario Museum; GDG Environnement; University of Guelph; Ministry of Natural Resources and Forestry; Environment and Climate Change Canada; Fisheries and Oceans Canada","funders":"Government of Canada; World Wildlife Fund","keywords":"Endangered species; Threatened species; Aquatic ecosystem; Ecology; Drainage basin; Environmental science; Water quality; Fishery; Ecosystem; Geography; Habitat; 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":[0.0002358514,0.000136303,0.0001744708,0.00005462647,0.0001328187,0.000009639548,0.00004211354,0.00006383633,0.001876728],"category_scores_gemma":[0.00000563234,0.0001292828,0.00002112922,0.00006831165,0.0001032532,0.0001238235,0.0001118902,0.0001415779,0.00007334847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001456126,"about_ca_system_score_gemma":0.000009246397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002534436,"about_ca_topic_score_gemma":0.004293119,"domain_scores_codex":[0.9989482,0.0000996001,0.0002460192,0.0002806312,0.0001989225,0.0002266844],"domain_scores_gemma":[0.9996241,0.0000446801,0.00009899495,0.000125445,4.046852e-7,0.0001064146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007608881,0.0001038189,0.9897603,0.000003033556,0.000007185993,0.000004168162,0.00187034,0.0002118187,0.004310842,0.0000190437,0.00001399469,0.003687881],"study_design_scores_gemma":[0.0004377739,0.0001630864,0.9943742,0.00001779921,0.00002727698,0.000003262925,0.0004969676,0.00008103731,0.002904139,0.00005203378,0.001306918,0.0001355223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99694,0.00003282506,0.0000274319,0.00001284652,0.0001599817,0.0001448663,0.000007357843,0.000005634221,0.002669016],"genre_scores_gemma":[0.9937645,0.0000598084,0.002485781,0.000004648191,0.000009793382,0.00002387587,0.000003947669,0.000008277421,0.003639415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004613917,"threshold_uncertainty_score":0.9990357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197300353338859,"score_gpt":0.2375592825894321,"score_spread":0.2255862790560435,"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."}}