{"id":"W4380875816","doi":"10.1002/9781119511847.ch20","title":"Fisheries and Multi‐Sectoral Management","year":2023,"lang":"en","type":"other","venue":"","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Fishing; Fisheries management; Fishery; Business; Fisheries law; Context (archaeology); Competition (biology); Fisheries science; Ecosystem-based management; Zoning; Marine spatial planning; Environmental resource management; Ecosystem; Geography; Ecology; Economics; Engineering; 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":[0.001702499,0.0003038012,0.0001080337,0.0009167913,0.001642387,0.004266705,0.0006054862,0.001298296,0.02626323],"category_scores_gemma":[0.001887998,0.0001084863,0.0002231103,0.002107824,0.002308157,0.002692109,0.003563775,0.001431991,0.002480352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003361265,"about_ca_system_score_gemma":0.005624046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01483071,"about_ca_topic_score_gemma":0.02651869,"domain_scores_codex":[0.9983885,0.0004711726,0.00007221766,0.0001598231,0.000579765,0.0003285537],"domain_scores_gemma":[0.9990103,0.0002028332,0.0001633739,0.0001112147,0.0002710564,0.0002410982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009852526,0.00004535374,0.002411781,0.0001283123,0.00001067807,0.0002164311,0.001108391,0.001394721,0.000280291,0.6751589,0.130137,0.1890981],"study_design_scores_gemma":[0.00000431236,0.00001514252,0.003602937,0.0002460152,0.000002645335,0.0001421844,0.001593828,0.0006387743,0.00008968247,0.08488558,0.9087699,0.000009027029],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006214487,0.01134684,0.003480422,0.04575334,0.0009955751,0.00004309582,0.0001087639,0.00006742636,0.9319901],"genre_scores_gemma":[0.4103524,0.03545919,0.009372592,0.01727699,0.001455073,0.0001851851,0.000308326,0.000106841,0.5254834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02626323,"threshold_uncertainty_score":0.08785927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028968632755606,"score_gpt":0.1983625579989977,"score_spread":0.1880728716714416,"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."}}