{"id":"W2465202590","doi":"10.1080/14634988.2015.1106290","title":"The fish community of Hamilton Harbour, Lake Ontario: Status, stressors, and remediation over 25 years","year":2016,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Natural Resources and Forestry; Hatch (Canada); Fisheries and Oceans Canada","funders":"","keywords":"Habitat; Fishery; Harbour; Invasive species; Ecology; Piscivore; Habitat destruction; Eutrophication; Electrofishing; Freshwater ecosystem; Dreissena; Water quality; Ecosystem; Environmental science; Geography; Biology","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":[0.0002424165,0.0002394493,0.0002034223,0.0007851371,0.002441574,0.0007789692,0.0006081203,0.0002874232,0.001490891],"category_scores_gemma":[0.0005707641,0.0002705759,0.0002124692,0.001627195,0.0007875639,0.0004787087,0.0009446586,0.0002727765,0.0002570582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0153785,"about_ca_system_score_gemma":0.01144599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9710396,"about_ca_topic_score_gemma":0.9944499,"domain_scores_codex":[0.9996519,0.00001466209,0.00001541263,0.00006049598,0.0001553536,0.0001021627],"domain_scores_gemma":[0.9990525,0.00001823989,0.0001672125,0.00001992559,0.0004310521,0.0003111906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009328518,0.00003978141,0.9790947,0.0000687251,0.00004219362,0.0002355334,0.006512399,0.0000757608,0.001829268,0.00005875427,0.002096297,0.00985347],"study_design_scores_gemma":[0.000002643328,0.0000233537,0.9965438,0.000006434019,0.000005751565,0.00002986021,0.001754393,0.00005251576,0.00004668537,0.000005830373,0.001523731,0.000004989275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960788,0.0002291707,0.0000896025,0.0001902984,0.000004766026,0.00005533205,0.001920044,0.000007451378,0.001424705],"genre_scores_gemma":[0.9928194,0.0003103603,0.0003023405,0.0001022566,0.000005643789,0.00005667659,0.001445682,0.000004006747,0.004953598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02896041,"threshold_uncertainty_score":0.1115794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177370249948915,"score_gpt":0.2319153626538775,"score_spread":0.2201416601543884,"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."}}