{"id":"W4230267261","doi":"10.1016/b978-0-12-409548-9.11332-6","title":"Coral Reef and Other Tropical Fisheries","year":2018,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coral reef; Overfishing; Coral reef protection; Aquaculture of coral; Coral reef organizations; Fishery; Sustainability; Resilience of coral reefs; Environmental issues with coral reefs; Geography; Reef; Marine ecosystem; Fisheries management; Ecosystem; Ecology; Fishing; 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":[0.0001824755,0.0006318631,0.000217776,0.0009617964,0.0005513298,0.002449162,0.0003790074,0.0005611256,0.1384817],"category_scores_gemma":[0.0003241604,0.0001530887,0.0001726618,0.001862716,0.0005706321,0.001771077,0.001209608,0.0008280421,0.03004844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009206609,"about_ca_system_score_gemma":0.001325438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01231987,"about_ca_topic_score_gemma":0.03681332,"domain_scores_codex":[0.9999185,0.00000882044,0.000004666455,0.00001447247,0.00004102521,0.00001253409],"domain_scores_gemma":[0.9999321,0.00001669633,0.000005606956,0.000009254082,0.00001756887,0.00001881375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001233358,0.00002414697,0.0004135696,0.0002618478,0.000004368811,0.00008481135,0.0003699412,0.0002237319,0.000622555,0.07357913,0.4136024,0.5108012],"study_design_scores_gemma":[8.344475e-7,0.000002505859,0.0004655018,0.00008842544,0.00000129074,0.00004166498,0.00008769364,0.00002145349,0.00002463416,0.00369106,0.9955736,0.00000137844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009592938,0.03182676,0.0004967641,0.002062626,0.001634306,0.00002029722,0.000262049,0.00005394309,0.962684],"genre_scores_gemma":[0.003548366,0.02124608,0.0005755501,0.0004800429,0.0005239069,0.00001847405,0.0001776898,0.00004775605,0.9733821],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1384817,"threshold_uncertainty_score":0.4632676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610263678418174,"score_gpt":0.2072682629637279,"score_spread":0.1911656261795462,"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."}}