{"id":"W4281658847","doi":"10.1029/2021wr031887","title":"Exposure Risk of Fish Downstream of a Hydropower Facility to Supersaturated Total Dissolved Gas","year":2022,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Hydro (Canada); University of British Columbia; University of Alberta; University of Waterloo; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; BC Hydro","keywords":"Hydropower; Habitat; Fish migration; Environmental science; Foraging; Fishery; Fluvial; Ecology; Biology","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":[0.0001272372,0.0001260189,0.00007411552,0.0002282006,0.0003180629,0.0003135818,0.0001829682,0.0001589803,0.000980798],"category_scores_gemma":[0.0003974515,0.0001042182,0.0001243229,0.0001878463,0.000247448,0.0001318612,0.0003836337,0.0001426367,0.00006827309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482439,"about_ca_system_score_gemma":0.0007961057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1589783,"about_ca_topic_score_gemma":0.2959873,"domain_scores_codex":[0.9999332,0.00000780695,0.000004323958,0.00001451384,0.00002032526,0.00001972795],"domain_scores_gemma":[0.9997258,0.00004132581,0.0001222553,0.00001133029,0.00004490235,0.00005439826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007908876,0.00002351901,0.9891473,0.00001152047,0.00002499715,0.0001657387,0.0001877265,0.003400213,0.00395048,0.00005387458,0.00007771986,0.002877844],"study_design_scores_gemma":[0.000003574675,0.0002174375,0.9909114,0.000007038453,0.00001922809,0.00009095272,0.0007935062,0.006750124,0.0009683431,0.00006439655,0.0001665028,0.000007486995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997675,0.00000311465,0.0000657246,0.000005687803,2.257536e-7,0.00000211332,0.00002781649,0.000001836629,0.0001259896],"genre_scores_gemma":[0.9997692,0.000006325873,0.00005866486,0.000002038255,1.60062e-7,0.000001885491,0.00002917782,3.154084e-7,0.0001322627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1589783,"threshold_uncertainty_score":0.3161059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692078080867835,"score_gpt":0.2597248351426076,"score_spread":0.2428040543339292,"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."}}