{"id":"W6958422741","doi":"10.6084/m9.figshare.19126247","title":"Additional file 7 of How do changes in flow magnitude due to hydropower operations affect fish abundance and biomass in temperate regions? A systematic review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Hydro (Canada); Fisheries and Oceans Canada; Carleton University","funders":"","keywords":"Biomass (ecology); Temperate climate; Abundance (ecology); Hydropower; Magnitude (astronomy); Fish <Actinopterygii>; Flow (mathematics); Production (economics)","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007690795,0.001382398,0.002751238,0.00790317,0.0006763719,0.001884131,0.002251579,0.001527954,0.8064491],"category_scores_gemma":[0.08023606,0.001065265,0.003434084,0.009500057,0.0003953882,0.003564903,0.001715096,0.0009404679,0.04082524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00266435,"about_ca_system_score_gemma":0.007088993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01120695,"about_ca_topic_score_gemma":0.02533987,"domain_scores_codex":[0.9968623,0.0008469264,0.001061556,0.0004319296,0.0005802511,0.0002170526],"domain_scores_gemma":[0.9094096,0.07501399,0.005567757,0.001927807,0.007450575,0.0006303234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006453004,0.00005414079,0.002113694,0.3471357,0.001066221,0.0001196043,0.0002694516,0.0006408009,0.0002043166,0.002256058,0.6240977,0.021397],"study_design_scores_gemma":[0.01620272,0.0004761825,0.03702751,0.2122478,0.005637499,0.0005550415,0.001019811,0.002212214,0.0009470919,0.01244786,0.7108873,0.0003389914],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0002032976,0.0003055019,0.0004020392,0.0002586653,0.00006005989,0.0009676038,0.9966163,0.000216638,0.000969859],"genre_scores_gemma":[0.02294287,0.003921956,0.03044733,0.003429036,0.0003986319,0.1059464,0.7981609,0.001403692,0.03334931],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8064491,"threshold_uncertainty_score":0.2760769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01678375549052745,"score_gpt":0.2292171200162124,"score_spread":0.212433364525685,"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."}}