{"id":"W2922346414","doi":"10.1111/fwb.13269","title":"Impacts of freshwater aquaculture on fish communities: A whole‐ecosystem experimental approach","year":2019,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; University of Manitoba; International Institute for Sustainable Development; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Trout; Aquaculture; Fishery; Salvelinus; Rainbow trout; Biology; Oncorhynchus; Brown trout; Sculpin; Abundance (ecology); Ecology; Environmental science; Fish <Actinopterygii>","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":["insufficient_payload"],"category_scores_codex":[0.0001890971,0.0002168449,0.000338351,0.00005465121,0.0001180106,0.00001079832,0.0004097372,0.0001802171,0.005421646],"category_scores_gemma":[0.000005401307,0.0001502335,0.00007893606,0.00007590192,0.0002534903,0.0001037479,0.0005322353,0.0001687335,0.001358923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007849612,"about_ca_system_score_gemma":0.000002704243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005430016,"about_ca_topic_score_gemma":0.02414379,"domain_scores_codex":[0.9987893,0.0001716413,0.0002547401,0.0002823005,0.0001039523,0.0003980258],"domain_scores_gemma":[0.9993927,0.00003605182,0.0001054603,0.0004085043,0.000007374106,0.00004992322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001493571,0.0005081897,0.7566561,0.00007021768,0.0001375337,0.000004198463,0.005588414,0.0001682809,0.02991103,0.0005823222,0.2061837,0.00004068435],"study_design_scores_gemma":[0.002953683,0.002639187,0.1024155,0.0000669589,0.00004689901,0.00001834895,0.009303748,0.0008914277,0.0412521,0.0004575457,0.8391196,0.0008349832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697369,0.00001700539,0.00001306518,0.000341876,0.0002712632,0.0004246451,0.0002708244,0.00004536976,0.02887905],"genre_scores_gemma":[0.9956232,0.000008989869,0.0004184676,0.001806721,0.00002829942,0.00006378655,0.0002647867,0.00001463052,0.001771087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6542405,"threshold_uncertainty_score":0.9994186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129157677693709,"score_gpt":0.227130037607859,"score_spread":0.2142142698384881,"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."}}