{"id":"W7000907013","doi":"","title":"How do flow rates on the regulated Columbia River system between Hugh Keenleyside Dam and Trail, in the West Kootenay region of British Columbia affect Recreational Fishing catch rates for Rainbow Trout (Oncorhynchus mykiss)?","year":2020,"lang":"en","type":"report","venue":"Arca (British Columbia Electronic Library Network)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Fishing; Rainbow trout; Recreational fishing; Recreation; Hydrology (agriculture); Trout; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.005080179,0.001312554,0.004195635,0.00019199,0.002052978,0.01863471,0.003131776,0.001910244,0.001831414],"category_scores_gemma":[0.001302806,0.002252634,0.001361143,0.003887595,0.001476964,0.002525524,0.0006338664,0.004309811,0.00001435614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001830269,"about_ca_system_score_gemma":0.005630459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2235111,"about_ca_topic_score_gemma":0.8053563,"domain_scores_codex":[0.9813425,0.004846505,0.003068158,0.003723184,0.003062745,0.003956897],"domain_scores_gemma":[0.9859672,0.007259597,0.003334647,0.002064952,0.0007591033,0.0006145146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002842527,0.0002896273,0.07801182,0.001359117,0.00168762,0.0007726551,0.0002812806,0.000238756,0.000006419762,0.0002518727,0.9007308,0.01608578],"study_design_scores_gemma":[0.01760397,0.008023469,0.4845887,0.05263739,0.005481483,0.01204024,0.001883048,0.008745169,0.00004095193,0.09854558,0.3011873,0.009222626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7856419,0.05634489,0.00003856061,0.009634448,0.00211741,0.05520784,0.02786891,0.003759464,0.05938658],"genre_scores_gemma":[0.9531891,0.006397642,0.0003079364,0.0004222413,0.004683094,0.003407471,0.01340742,0.001262389,0.01692271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5995435,"threshold_uncertainty_score":0.9999626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02040608985277246,"score_gpt":0.2316600886854979,"score_spread":0.2112539988327254,"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."}}