{"id":"W4404363507","doi":"10.1002/pan3.10736","title":"Micronutrient levels of global tropical reef fish communities differ from fisheries capture","year":2024,"lang":"en","type":"article","venue":"People and Nature","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"Eidgenössische Anstalt für Wasserversorgung Abwasserreinigung und Gewässerschutz; Leibniz-Gemeinschaft; Australian Research Council; Natural Sciences and Engineering Research Council of Canada; Minderoo Foundation; Swiss Federal Institute for Forest, Snow and Landscape Research; College of Science and Engineering, University of Minnesota; Ocean Frontier Institute; Institut Pertanian Bogor; Universität Bremen; Centre National de la Recherche Scientifique; Eidgenössische Technische Hochschule Zürich; Bundesministerium für Bildung und Forschung; University of Leeds; Leverhulme Trust; Leibniz-Zentrum für Marine Tropenforschung; James Cook University; Summit Foundation; Paul M. Angell Family Foundation; Institut Français de Recherche pour l'Exploitation de la Mer; Oak Foundation; National Science Foundation; Marisla Foundation; MAVA Foundation; Biodiversa+; University of Bern; David and Lucile Packard Foundation; Paul G. Allen Family Foundation; Directorate for Biological Sciences; Canada Research Chairs; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Pew Charitable Trusts; Arizona State University","keywords":"Fishery; Reef; Fish <Actinopterygii>; Coral reef fish; Micronutrient; Environmental science; Geography; Biology","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":[0.0005427832,0.0002475551,0.0001905519,0.0005691531,0.000248223,0.0005277814,0.0003364944,0.0002530273,0.002621366],"category_scores_gemma":[0.002244243,0.0001593878,0.0005965309,0.0007741879,0.0004495207,0.0007117138,0.001092295,0.0002817366,0.000303002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004853388,"about_ca_system_score_gemma":0.0003334746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.053867,"about_ca_topic_score_gemma":0.05137985,"domain_scores_codex":[0.9997405,0.00005208653,0.00002037264,0.0001141543,0.00003171167,0.00004111347],"domain_scores_gemma":[0.99924,0.0002051375,0.0002600678,0.0001085151,0.0001199969,0.00006628007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009386029,0.000008364215,0.9854391,0.00009726772,0.000313996,0.00006570751,0.0007346895,0.002329131,0.003507495,0.0004057598,0.0003294673,0.00667512],"study_design_scores_gemma":[0.000001876994,0.00001943563,0.996061,0.0000241444,0.00005147378,0.00004121781,0.0005981622,0.002278267,0.000255788,0.000202929,0.000455648,0.00001011499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964534,0.000158826,0.0006903872,0.00008175226,0.000004451447,0.000006376737,0.001338345,0.00001856741,0.001248011],"genre_scores_gemma":[0.9988365,0.00006828304,0.0002653103,0.0000199135,0.000001481505,0.000007146743,0.0006362025,0.000006782137,0.0001584958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.053867,"threshold_uncertainty_score":0.1071069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007283160282141278,"score_gpt":0.2087545935732887,"score_spread":0.2014714332911475,"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."}}