{"id":"W7110556819","doi":"","title":"Lack of recreational fishing compliance may compromise effectiveness of Rockfish Conservation Areas in British Columbia","year":2018,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishing; Rockfish; Recreational fishing; Enforcement; Recreation; Compliance (psychology); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009454421,0.0002002419,0.0002891044,0.001093418,0.001727179,0.001734552,0.001011499,0.00039594,0.002961606],"category_scores_gemma":[0.00649557,0.0002777385,0.0002063133,0.002383488,0.0009903857,0.0005264904,0.00106389,0.0004840717,0.0002534844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01164565,"about_ca_system_score_gemma":0.01062826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9752274,"about_ca_topic_score_gemma":0.9915872,"domain_scores_codex":[0.9988048,0.0001972271,0.00007889674,0.000205316,0.0003353445,0.0003783616],"domain_scores_gemma":[0.9952044,0.0008424774,0.001347536,0.0003083365,0.001451878,0.0008453857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000297335,0.00003409311,0.991136,0.00001507879,0.00003311588,0.00009755342,0.000675032,0.0005482301,0.0002735523,0.0001154288,0.0005646797,0.006477675],"study_design_scores_gemma":[0.00000158814,0.000008353908,0.9975145,0.00001037565,0.000006925277,0.00001150897,0.001222134,0.000783582,0.0000334628,0.00001893723,0.0003842728,0.000004325865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976792,0.00004511169,0.00006673081,0.000107145,0.000001551203,0.00001037936,0.0002483634,0.000009958457,0.001831688],"genre_scores_gemma":[0.9986814,0.00004936537,0.0001200265,0.00002724175,9.406045e-7,0.000008271382,0.0002044174,0.000004165932,0.0009042248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02477258,"threshold_uncertainty_score":0.08449548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03994401438023536,"score_gpt":0.2942469649323768,"score_spread":0.2543029505521414,"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."}}