{"id":"W4408082738","doi":"10.1016/j.ocecoaman.2025.107599","title":"Zoning effects on fish populations in a key Chinese multi-use marine protected area","year":2025,"lang":"en","type":"article","venue":"Ocean & Coastal Management","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Zoning; Key (lock); Fish <Actinopterygii>; Fishery; Geography; Ecology; Biology; Engineering; Civil engineering","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":[0.0004201905,0.0002268305,0.0002442226,0.001077588,0.0007110664,0.0005187431,0.0003786097,0.0001870123,0.0020553],"category_scores_gemma":[0.0007911794,0.0001295394,0.0003417064,0.00112798,0.0007289713,0.0004433005,0.0009809663,0.000193288,0.0000677932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001653508,"about_ca_system_score_gemma":0.001044143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08304749,"about_ca_topic_score_gemma":0.1817627,"domain_scores_codex":[0.9996862,0.00005513235,0.00002289377,0.00008009456,0.00004115749,0.0001145236],"domain_scores_gemma":[0.9993712,0.00008580695,0.0001611396,0.0000430235,0.0001126934,0.0002260414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004964038,0.00007131801,0.9858918,0.00003392362,0.0001364581,0.0001584169,0.0008906393,0.001167202,0.002683021,0.0007270271,0.0003075071,0.007436391],"study_design_scores_gemma":[0.000004175075,0.00003074246,0.9986575,0.000002555266,0.00002807137,0.00001428425,0.0004349691,0.000567246,0.00005139583,0.00005423556,0.0001506789,0.000003994941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995346,0.00005492071,0.00002024472,0.00001403935,0.000002227086,0.000002568093,0.00004636092,0.000002114441,0.0003229507],"genre_scores_gemma":[0.9996159,0.00002926774,0.00002280158,0.000005642986,0.000001210764,0.000003185087,0.00005952964,9.512709e-7,0.0002614774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08304749,"threshold_uncertainty_score":0.1651282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557602558028861,"score_gpt":0.2398011067655656,"score_spread":0.224225081185277,"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."}}