{"id":"W2083984169","doi":"10.1080/08920753.2012.652511","title":"Incorporating Fisheries Interests in National Oceans Policymaking","year":2012,"lang":"en","type":"article","venue":"Coastal Management","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishing; Fisheries management; Fishery; Subsistence agriculture; Indigenous; Fisheries science; Business; Fishing industry; Fish stock; Marine conservation; Environmental resource management; Geography; Economics; Ecology; Agriculture","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":[],"consensus_categories":[],"category_scores_codex":[0.0003417041,0.0001426559,0.00009783472,0.00009568188,0.00007525536,0.00004615934,0.0002029051,0.00002038308,0.0007744277],"category_scores_gemma":[0.00001711844,0.0001412047,0.00003705492,0.0003197459,0.0000800104,0.0004515587,0.004889136,0.00008328214,0.0003546234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001925118,"about_ca_system_score_gemma":0.000002712547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004859848,"about_ca_topic_score_gemma":0.002692062,"domain_scores_codex":[0.9987805,0.00002940803,0.0002209517,0.0002162503,0.0003746762,0.0003782408],"domain_scores_gemma":[0.9996938,0.0000150782,0.00006592549,0.000139621,0.000004582294,0.00008100307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003670797,0.000333478,0.5415823,0.00007568657,0.00003493927,0.00003853222,0.0008155985,0.0008242512,0.0001431744,0.08942033,0.02392464,0.3427704],"study_design_scores_gemma":[0.0006830779,0.00005681276,0.7736702,0.00005377961,0.00001613398,0.000007087204,0.001091147,0.0009193087,0.00006265374,0.02616188,0.1968005,0.0004774104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09384777,0.000008003199,0.00146751,0.0008025939,0.0002249342,0.0003207632,0.000004442294,0.00006491847,0.903259],"genre_scores_gemma":[0.9933452,0.000006274116,0.001570366,0.0005163705,0.00007216773,0.00003897407,0.00001263449,0.0000127266,0.004425303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8994974,"threshold_uncertainty_score":0.847944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033110999506491,"score_gpt":0.2484052576177774,"score_spread":0.2280741476227125,"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."}}