{"id":"W278288665","doi":"10.1002/9781119511847.ch15","title":"The Ecosystem Approach to Fisheries","year":2023,"lang":"en","type":"other","venue":"","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Ecosystem; Business; Fisheries management; Politics; Environmental resource management; Ecosystem-based management; Adaptation (eye); Welfare; Human welfare; Ecosystem services; Ecosystem management; Environmental planning; Fishery; Geography; Political science; Economics; Ecology","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":[0.0008561987,0.0006505185,0.0003327809,0.001897507,0.002307704,0.006464671,0.0008942691,0.002580336,0.02210668],"category_scores_gemma":[0.0009259669,0.0001668813,0.0004141975,0.002056231,0.007667866,0.005235972,0.002990553,0.00263948,0.003571639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004791589,"about_ca_system_score_gemma":0.004789779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01170244,"about_ca_topic_score_gemma":0.01683623,"domain_scores_codex":[0.9992174,0.0002535955,0.00003454549,0.0001182062,0.0002654332,0.0001108151],"domain_scores_gemma":[0.9997155,0.0001168896,0.00002663985,0.00003264418,0.00006293812,0.00004536165],"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":[0.000001325587,0.000003457717,0.000106226,0.00005963434,0.000002618998,0.00003827755,0.0003156387,0.0001980001,0.00004505812,0.96842,0.01514351,0.01566622],"study_design_scores_gemma":[9.6007e-7,0.000005982353,0.0002978023,0.0003857308,0.000002165426,0.000113394,0.0005171289,0.0001152854,0.00004358542,0.2202945,0.7782179,0.000005604551],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009379452,0.04926039,0.009149355,0.02399429,0.001350254,0.00002559594,0.0001351494,0.00005645692,0.9150905],"genre_scores_gemma":[0.1521635,0.2372728,0.01607159,0.02302284,0.004268885,0.0002358175,0.0002685494,0.00017379,0.5665222],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02210668,"threshold_uncertainty_score":0.07395422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943526953607342,"score_gpt":0.227661615836063,"score_spread":0.2082263462999896,"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."}}