{"id":"W2150275054","doi":"10.1371/journal.pone.0120516","title":"Human, Oceanographic and Habitat Drivers of Central and Western Pacific Coral Reef Fish Assemblages","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Oceanic and Atmospheric Administration; Coral Reef Conservation Program; Natural Sciences and Engineering Research Council of Canada; U.S. Fish and Wildlife Service; U.S. Department of the Interior","keywords":"Reef; Coral reef; Coral reef fish; Fishery; Biomass (ecology); Atoll; Archipelago; Population; Oceanography; Coral; Productivity; Ecology; Habitat; Geography; Environmental science; Biology; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003079579,0.0001273588,0.0001246184,0.0008070375,0.0003722148,0.0005534998,0.0002023499,0.000174303,0.001014629],"category_scores_gemma":[0.001737985,0.0001863538,0.0001959654,0.00112923,0.000463616,0.0003960359,0.0006845496,0.000276419,0.00008339967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003894462,"about_ca_system_score_gemma":0.0006042373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1475057,"about_ca_topic_score_gemma":0.2675022,"domain_scores_codex":[0.9998085,0.00004150179,0.00001808958,0.00005519081,0.00003533041,0.00004141109],"domain_scores_gemma":[0.9992306,0.0001214095,0.0003510475,0.00005465132,0.000104869,0.0001374026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001044255,0.000004876525,0.9978114,0.000005413002,0.00002016583,0.00002290512,0.0002487298,0.000036542,0.00009672197,0.00001769454,0.00004499092,0.001680292],"study_design_scores_gemma":[2.342311e-7,0.000002415688,0.9994018,0.00000215208,0.000003589612,0.00001963022,0.0004393134,0.00004925614,0.000008171472,0.00000947395,0.00006319964,8.805131e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991217,0.0001091047,0.0000362266,0.00004414286,0.000001418274,0.000002900753,0.0002034037,0.000001529765,0.0004795509],"genre_scores_gemma":[0.9995401,0.0001145532,0.00004166627,0.00001294006,0.000002453987,0.000004161994,0.0001307282,0.000001208901,0.0001521996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1475057,"threshold_uncertainty_score":0.2932943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04075547191648902,"score_gpt":0.2074664127493578,"score_spread":0.1667109408328688,"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."}}