{"id":"W2156006728","doi":"10.1093/icesjms/fsr129","title":"Biogeographic patterns of reef fish community structure in the northeastern Arabian Peninsula","year":2011,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"","keywords":"Peninsula; Species richness; Coral reef fish; Coral reef; Reef; Geography; Abundance (ecology); Community structure; Ecology; Biomass (ecology); Fishery; Oceanography; Biology; Geology","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":[0.0003387533,0.0002051007,0.0001640518,0.001286076,0.0003431069,0.0003955362,0.0002371686,0.0001465309,0.0009773201],"category_scores_gemma":[0.0005066333,0.0001327712,0.0001835098,0.001117022,0.0003092631,0.0002730963,0.0004963902,0.0001009812,0.0001791641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005900937,"about_ca_system_score_gemma":0.0003958873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06064523,"about_ca_topic_score_gemma":0.0817983,"domain_scores_codex":[0.9998517,0.00003728711,0.0000139862,0.00003804342,0.00003049639,0.00002844119],"domain_scores_gemma":[0.9995901,0.00005646379,0.0001537165,0.0000198783,0.0001287216,0.00005112338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000060774,0.00001264289,0.9886748,0.00002327872,0.00006649103,0.00008223741,0.0009944828,0.0001038554,0.002513914,0.00004263672,0.0001349779,0.007289849],"study_design_scores_gemma":[0.000001817228,0.00000815041,0.9988948,0.000006923051,0.000004347287,0.00003085985,0.0007467393,0.0001105612,0.00005252291,0.000007727635,0.0001338089,0.000001729964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996469,0.0000830693,0.00001350574,0.00002048596,7.796899e-7,0.000001243968,0.0001009485,6.878522e-7,0.0001323991],"genre_scores_gemma":[0.9994211,0.0001217267,0.0001067138,0.00001703486,0.000002059362,0.000003388444,0.0002089639,7.410686e-7,0.0001182483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06064523,"threshold_uncertainty_score":0.1205844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0222037306713506,"score_gpt":0.2229105108326392,"score_spread":0.2007067801612886,"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."}}