{"id":"W4414494058","doi":"10.1093/najfmt/vqaf078","title":"Effects of marine management measures on saltwater recreational fishers in British Columbia, Canada: Fishers’ motivations, values, beliefs, and marine stewardship","year":2025,"lang":"en","type":"article","venue":"North American Journal of Fisheries Management","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sport Centre Pacific; University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada; Science Foundation Ireland; University of Victoria","keywords":"Stewardship (theology); Fishing; Recreation; Outreach; Recreational fishing; Fisheries management; Corporate governance; Environmental stewardship; Revenue","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001225825,0.0002120171,0.0003037468,0.0007570855,0.003543919,0.001320591,0.0007351331,0.0004017969,0.002819656],"category_scores_gemma":[0.003806837,0.0002360399,0.0002689594,0.001268576,0.001495074,0.0004443804,0.001345758,0.0008817078,0.0001462683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02043561,"about_ca_system_score_gemma":0.02122672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9858154,"about_ca_topic_score_gemma":0.996705,"domain_scores_codex":[0.9988673,0.0002210319,0.00005905654,0.0001030482,0.0003454678,0.0004041421],"domain_scores_gemma":[0.9958804,0.0006066323,0.0007994651,0.00007994341,0.00116996,0.001463688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008373753,0.0001196425,0.9789081,0.0000369435,0.00003741023,0.0001004183,0.007542789,0.00007962882,0.0002469633,0.00008785885,0.001272696,0.01148382],"study_design_scores_gemma":[0.000003627528,0.00001928901,0.9847363,0.00004308488,0.000009328216,0.000008475564,0.01434382,0.0000888092,0.00003881656,0.000020763,0.0006789785,0.000008701639],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979681,0.0001017531,0.0000162026,0.0003668944,0.000004328856,0.00001222075,0.0001403805,0.000001393453,0.001388732],"genre_scores_gemma":[0.9986236,0.0001817305,0.00006182513,0.0001160364,0.000001839738,0.00001485032,0.0001155068,0.00000155793,0.0008830724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02043561,"threshold_uncertainty_score":0.1482714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003744968248573531,"score_gpt":0.170044754175036,"score_spread":0.1662997859264624,"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."}}