{"id":"W3046610238","doi":"10.1038/s41467-020-17731-2","title":"Extreme environmental conditions reduce coral reef fish biodiversity and productivity","year":2020,"lang":"en","type":"article","venue":"Nature Communications","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Ministry of Environment; Agence Nationale de la Recherche; New York University Abu Dhabi; University of Washington","keywords":"Coral reef; Reef; Ectotherm; Resilience of coral reefs; Coral; Productivity; Benthic zone; Environmental issues with coral reefs; Coral bleaching; Ecology; Biodiversity; Coral reef fish; Invertebrate; Aquaculture of coral; Ecosystem; Fishery; Biomass (ecology); Environmental science; 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":[0.0001006459,0.0001645866,0.0001431599,0.0002897943,0.0003062635,0.0003893157,0.0001099018,0.0002020256,0.001296075],"category_scores_gemma":[0.0004932814,0.00007617675,0.0001000194,0.0002917423,0.0002814949,0.0002106411,0.0006922919,0.0001692722,0.000103258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002611072,"about_ca_system_score_gemma":0.0002090257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002500147,"about_ca_topic_score_gemma":0.006629779,"domain_scores_codex":[0.9998997,0.0000163113,0.000007164687,0.00001935416,0.00002958247,0.00002788804],"domain_scores_gemma":[0.9996861,0.00003300867,0.0001838897,0.00001774289,0.00002421627,0.00005505249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002052012,0.0000483303,0.8879561,0.0001064314,0.0001075173,0.0002279104,0.0004668107,0.0004865553,0.09635163,0.0002492981,0.0001922934,0.01360191],"study_design_scores_gemma":[5.403818e-7,0.00001998014,0.9990244,0.000002826426,0.000003749567,0.00003998416,0.0001736399,0.00003963012,0.0005126771,0.00004222086,0.0001395821,7.782181e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993668,0.0001221563,0.00003628224,0.00001902478,0.000001279852,0.000001025929,0.0000390273,0.00000180315,0.0004125258],"genre_scores_gemma":[0.9996436,0.0001340357,0.00006197274,0.0000221376,0.00000311938,0.000002180569,0.00003872515,6.592234e-7,0.00009364219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002500147,"threshold_uncertainty_score":0.004971147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03873230009735228,"score_gpt":0.2393578033046709,"score_spread":0.2006255032073186,"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."}}