{"id":"W2083150688","doi":"10.1007/s00338-006-0182-x","title":"Seasonality and historic trends in the reef fisheries of Pulau Banggi, Sabah, Malaysia","year":2007,"lang":"en","type":"article","venue":"Coral Reefs","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Pew Charitable Trusts","keywords":"Reef; Fishery; Seasonality; Geography; Coral reef; Oceanography; Ecology; Geology; 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":[0.0003421812,0.0001361518,0.0001073171,0.001159509,0.0003174047,0.0004202328,0.0003679175,0.0002222622,0.001571982],"category_scores_gemma":[0.0007277611,0.0001719825,0.0001790129,0.001478008,0.0003654275,0.0004237761,0.0003711824,0.0002244399,0.0002991671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008939318,"about_ca_system_score_gemma":0.0005354278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05651005,"about_ca_topic_score_gemma":0.1602626,"domain_scores_codex":[0.9998609,0.00001481991,0.00002454493,0.00003578746,0.00002205373,0.00004192953],"domain_scores_gemma":[0.9993032,0.00006623168,0.0002993833,0.00002894607,0.0001741928,0.0001280302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005204525,0.00001051514,0.9958199,0.00002656176,0.00002844288,0.00006471276,0.0004604273,0.0001167039,0.0002882904,0.0000620174,0.00029545,0.002774774],"study_design_scores_gemma":[4.90899e-7,0.00001252277,0.9990361,0.000004915101,0.000004651009,0.00006486507,0.0004499042,0.00007240067,0.00003518486,0.000006726435,0.0003101844,0.000001919372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979241,0.0001889511,0.00003150371,0.00004747148,0.00000419459,0.000002157428,0.001130053,0.000004975122,0.0006666844],"genre_scores_gemma":[0.9986197,0.0001527941,0.00006225936,0.000009659057,0.000003646818,0.000002584396,0.0005933251,0.000001700675,0.0005542951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05651005,"threshold_uncertainty_score":0.1123623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02627951222843806,"score_gpt":0.2691049007249743,"score_spread":0.2428253884965363,"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."}}