{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001349452,0.001001071,0.0007938675,0.0007781052,0.001377722,0.000734166,0.00139555,0.001071604,0.002340114],"category_scores_gemma":[0.0006891228,0.0005438332,0.001283289,0.0005291767,0.001352261,0.001073559,0.001235694,0.00181511,0.0002330778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001741824,"about_ca_system_score_gemma":0.00155378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004647648,"about_ca_topic_score_gemma":0.008167686,"domain_scores_codex":[0.9990084,0.0002365086,0.0001006506,0.0002945689,0.0001626539,0.0001972692],"domain_scores_gemma":[0.9982334,0.000267448,0.0004755492,0.0002768753,0.0003351957,0.0004115327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01872722,0.0679201,0.04162667,0.0004589907,0.0004562857,0.0004476329,0.0008101937,0.003723646,0.854931,0.0005427554,0.0003498865,0.01000557],"study_design_scores_gemma":[0.005023495,0.4809771,0.2757592,0.00005654338,0.001133461,0.0002522479,0.001895924,0.01665895,0.2124963,0.001066817,0.004416747,0.0002632577],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982191,0.00001934237,0.0005545457,0.00001445973,0.0000118011,0.0006881082,0.0001616146,0.00001704045,0.000314086],"genre_scores_gemma":[0.9758615,0.0001042067,0.01123121,0.0002155147,0.0000398754,0.008290131,0.0008358466,0.00002220429,0.003399427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004647648,"threshold_uncertainty_score":0.01263791,"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."}}