{"id":"W2089936823","doi":"10.1080/02755947.2013.785996","title":"Linking Fish and Angler Dynamics to Assess Stocking Strategies for Hatchery-Dependent, Open-Access Recreational Fisheries","year":2013,"lang":"en","type":"article","venue":"North American Journal of Fisheries Management","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Ministry of Environment; University of British Columbia; Ministry of Forests","funders":"","keywords":"Stocking; Fishery; Hatchery; Recreational fishing; Fishing; Productivity; Fisheries management; Rainbow trout; Recreation; Environmental science; Fish <Actinopterygii>; Ecology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001169696,0.0002879227,0.0002257691,0.000540675,0.0001919647,0.0006853598,0.0003873206,0.0003710791,0.001053097],"category_scores_gemma":[0.002584997,0.0002456401,0.0002691307,0.0003059731,0.0002736632,0.0007107188,0.000480819,0.0002239976,0.0001488875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046678,"about_ca_system_score_gemma":0.0003281316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01620931,"about_ca_topic_score_gemma":0.0493376,"domain_scores_codex":[0.9997523,0.00007373348,0.00002066051,0.00008663041,0.00002964492,0.00003699058],"domain_scores_gemma":[0.9983091,0.0005213821,0.0007309837,0.0001090147,0.0001261202,0.0002033903],"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":[0.000103578,0.0001057689,0.9693917,0.000009013573,0.00009705238,0.00003580221,0.00005488953,0.02558619,0.002368639,0.0001661581,0.00003990401,0.002041306],"study_design_scores_gemma":[0.00001108319,0.0002320919,0.8923824,0.000004505994,0.00003381131,0.00002231232,0.0001262846,0.1060853,0.000766769,0.0002452331,0.00007835301,0.00001180677],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992208,0.000006830823,0.0005133061,0.000006623554,3.708317e-7,0.000008511684,0.00007793175,0.000005544911,0.0001599995],"genre_scores_gemma":[0.9993767,0.000005822953,0.000393261,0.000003661753,3.96943e-7,0.000007159376,0.00009320882,0.000001262041,0.0001186238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01620931,"threshold_uncertainty_score":0.0322299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03502969212031272,"score_gpt":0.2855757219261353,"score_spread":0.2505460298058226,"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."}}