{"id":"W4225327714","doi":"10.1007/s10669-022-09858-y","title":"An assessment tool for estimating effects of entrainment at hydropower facilities on adfluvial fish populations","year":2022,"lang":"en","type":"article","venue":"Environment Systems & Decisions","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Hydro (Canada); University of Northern British Columbia; University of Waterloo; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Trout; Entrainment (biomusicology); Population; Hydropower; Environmental science; Population dynamics of fisheries; Fecundity; Population model; Ecology; Habitat; Vital rates; Oncorhynchus; Population growth; Biology; Fishery; Fish <Actinopterygii>; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003787575,0.001082874,0.0007603061,0.006394274,0.0006168319,0.001439253,0.000904623,0.000664114,0.005203913],"category_scores_gemma":[0.01236946,0.0003862099,0.001023428,0.002826869,0.0002493809,0.001772484,0.001365438,0.0003811048,0.0005304306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008945846,"about_ca_system_score_gemma":0.0009814098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01803946,"about_ca_topic_score_gemma":0.02245492,"domain_scores_codex":[0.9980909,0.0005989944,0.0002349661,0.0002297956,0.0007531596,0.00009211518],"domain_scores_gemma":[0.9850253,0.01057635,0.001681922,0.0005263952,0.001887869,0.0003022545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000549684,0.0006096198,0.5847188,0.0003225942,0.001006116,0.0002295851,0.0006239729,0.07529142,0.004306196,0.001839478,0.003642059,0.3268605],"study_design_scores_gemma":[0.0001057242,0.001272947,0.4382528,0.0001279042,0.0005640843,0.0003363595,0.0009507504,0.5439357,0.005339155,0.003723188,0.005256166,0.0001351956],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6964265,0.0002890203,0.2730751,0.000163692,0.00003088835,0.0007072042,0.01189111,0.003879995,0.01353649],"genre_scores_gemma":[0.8080234,0.0001170992,0.1851646,0.00004842744,0.0000124826,0.0005427076,0.003767284,0.00006617252,0.002257735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01803946,"threshold_uncertainty_score":0.03586894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646770797511713,"score_gpt":0.2812425625746595,"score_spread":0.2647748545995424,"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."}}