{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002265745,0.0001009293,0.0001781146,0.00001868089,0.00007369815,0.000003492581,0.00008281047,0.00003929154,0.0001904698],"category_scores_gemma":[0.00004015649,0.00007310032,0.00003287358,0.00009165304,0.00033125,0.00004588135,0.0003461179,0.0000944254,0.000008117679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005453866,"about_ca_system_score_gemma":0.000006971776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001188451,"about_ca_topic_score_gemma":0.0009023383,"domain_scores_codex":[0.9992787,0.00003253799,0.0001965869,0.0002175126,0.00005278336,0.0002218745],"domain_scores_gemma":[0.9996945,0.00004032813,0.00007387246,0.0001210304,0.00002057131,0.00004975335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002273541,0.00004222103,0.7478756,0.00004821958,0.000002800909,3.378699e-7,0.0001447078,4.810671e-8,0.00004812642,0.0004827232,0.002333662,0.2489988],"study_design_scores_gemma":[0.0001204543,0.00008210026,0.577694,0.000003719409,0.000004840281,0.000001872575,0.0001357587,0.000005635417,0.00003045325,0.002217483,0.4196379,0.00006570871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938176,0.003287721,0.0002083973,0.0004677436,0.001170042,0.0001743902,0.00001650837,0.00001575634,0.0008418087],"genre_scores_gemma":[0.9990517,0.0006687418,0.00001807215,0.00000716764,0.0001934915,0.000005957577,0.00001132107,0.000002726692,0.00004080572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4173043,"threshold_uncertainty_score":0.2980944,"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."}}