{"id":"W3176557997","doi":"10.1139/cjfas-2020-0410","title":"Kootenay Lake kokanee (<i>Oncorhynchus nerka</i>) collapse into a predator pit","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of British Columbia; Pacific Insight Electronics (Canada); Ministry of Forests","funders":"Habitat Conservation Trust Foundation; Ministry of Forests, Lands and Natural Resource Operations; Ministry of Environment; Freshwater Fisheries Society of British Columbia","keywords":"Piscivore; Oncorhynchus; Predation; Fishery; Trout; Predator; Biomass (ecology); Stocking; Rainbow trout; Abundance (ecology); Apex predator; Ecology; Population; Biology; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002141269,0.0002502528,0.0002270046,0.0004021233,0.001515874,0.0007756146,0.0005278841,0.0003134452,0.002251307],"category_scores_gemma":[0.0004914911,0.0001782356,0.0004420505,0.0003210323,0.0005663885,0.0008149236,0.001819153,0.0004256898,0.0002504068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003236878,"about_ca_system_score_gemma":0.00384479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2968317,"about_ca_topic_score_gemma":0.5972228,"domain_scores_codex":[0.9998079,0.000008109746,0.00001001204,0.00004216292,0.00006669257,0.00006515726],"domain_scores_gemma":[0.9997579,0.000009742333,0.00006280835,0.00001304653,0.00009547363,0.00006099413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003216956,0.0001080548,0.9303828,0.0002905064,0.0002744022,0.001300845,0.002403266,0.003402522,0.01746085,0.001734947,0.009746752,0.03257316],"study_design_scores_gemma":[0.00002382021,0.0001207956,0.9603229,0.0001085169,0.0001662219,0.0002845548,0.004120838,0.007821387,0.002100714,0.0006443611,0.02421809,0.00006781813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927805,0.0001175834,0.0005993387,0.0002210236,0.00002041638,0.00003287332,0.0008520526,0.00006550385,0.005310715],"genre_scores_gemma":[0.9939517,0.0001572633,0.0008730161,0.0001251717,0.000006922333,0.00004179354,0.001549661,0.00002010979,0.003274251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7031683,"threshold_uncertainty_score":0.5902079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023339649682409,"score_gpt":0.2000056370973429,"score_spread":0.1897722406005188,"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."}}