{"id":"W4386476951","doi":"10.1139/cjfas-2022-0291","title":"Comment: Surprising salmonid response to water diversion at four run-of-river hydroelectric projects in British Columbia","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Electrofishing; Environmental science; Ecosystem; Invertebrate; Ecology; STREAMS; Hydropower; Lake ecosystem; Environmental resource management; Habitat; Biology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002269532,0.0003549507,0.0003005158,0.0004623047,0.002853751,0.001020406,0.001274404,0.008300766,0.002859042],"category_scores_gemma":[0.01493786,0.0002911779,0.0003377676,0.0007946414,0.001437086,0.0009436314,0.0007135298,0.006758849,0.001359298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004222341,"about_ca_system_score_gemma":0.00495388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.36394,"about_ca_topic_score_gemma":0.3989537,"domain_scores_codex":[0.9986211,0.0002575603,0.0002192091,0.000255498,0.0004811095,0.000165597],"domain_scores_gemma":[0.9894798,0.004492287,0.0006537289,0.000337643,0.004312055,0.0007244198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001798906,0.0000264855,0.02745933,0.0003210897,0.00003571636,0.002094143,0.004030568,0.0003313232,0.001200401,0.0007672903,0.9436646,0.01988924],"study_design_scores_gemma":[0.0001027216,0.0002755699,0.1377902,0.001569308,0.0001410821,0.003314378,0.04330228,0.001524102,0.003034002,0.002864565,0.8057206,0.0003611649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04876325,0.001121253,0.0006080728,0.9246754,0.01475267,0.00007078327,0.001765499,0.0001980352,0.008045046],"genre_scores_gemma":[0.228053,0.002762333,0.001438192,0.7235649,0.01586774,0.0002141297,0.0006678552,0.0001129389,0.02731901],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.63606,"threshold_uncertainty_score":0.7236433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684670755345331,"score_gpt":0.1986046032704221,"score_spread":0.1817578957169688,"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."}}