{"id":"W2135716927","doi":"10.1016/j.cub.2007.02.054","title":"Current and Future Sustainability of Island Coral Reef Fisheries","year":2007,"lang":"en","type":"article","venue":"Current Biology","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":404,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Biology; Fishery; Coral reef; Sustainability; Reef; Coral; Aquaculture of coral; Great barrier reef; Current (fluid); Ecology; Oceanography","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":[0.002868209,0.0002096555,0.0002295774,0.0007497179,0.0007609646,0.002661067,0.0006488845,0.0007152764,0.01266151],"category_scores_gemma":[0.003606684,0.0001092979,0.0002433273,0.001387953,0.001135198,0.002989723,0.0009093047,0.0006389822,0.0007140376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002629993,"about_ca_system_score_gemma":0.003710204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02136571,"about_ca_topic_score_gemma":0.05700001,"domain_scores_codex":[0.9994412,0.0001822647,0.00004384469,0.00006036699,0.0001354169,0.0001368229],"domain_scores_gemma":[0.9978143,0.0003378779,0.0002666184,0.0001063222,0.001001092,0.0004738062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005271751,0.0002394025,0.457264,0.0005571936,0.0001807119,0.0004042787,0.002457075,0.00183646,0.002342036,0.0466854,0.02162865,0.4658777],"study_design_scores_gemma":[0.00003047043,0.0002792121,0.7583632,0.0007059287,0.0002139795,0.000927375,0.02116391,0.002145613,0.0009232853,0.04707177,0.168119,0.0000561756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7031532,0.0680076,0.001998061,0.08190513,0.0005444558,0.00002868216,0.003204542,0.00007549028,0.1410828],"genre_scores_gemma":[0.9756067,0.0151964,0.0008440595,0.0007081661,0.0001562578,0.00001376473,0.0007220267,0.00001202435,0.006740496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02136571,"threshold_uncertainty_score":0.04248267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230251289710796,"score_gpt":0.2695571444050954,"score_spread":0.2572546315079874,"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."}}