{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002411955,0.0001129533,0.0001822034,0.000006970885,0.00008592215,0.00003441931,0.0001085407,0.0001231079,0.0005267927],"category_scores_gemma":[0.000009835796,0.0000810183,0.00005056947,0.000121755,0.00009792207,0.00008552303,0.0003674436,0.0002335185,0.00001034089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004153106,"about_ca_system_score_gemma":0.000005039937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002840267,"about_ca_topic_score_gemma":0.03570545,"domain_scores_codex":[0.999458,0.00002605465,0.0001143316,0.0001449278,0.000127759,0.0001289964],"domain_scores_gemma":[0.999742,0.00006648211,0.00001905636,0.0001277631,0.000006307189,0.00003835232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002584909,0.00003375876,0.9262885,0.0000674839,0.00004864584,0.000007904406,0.00229493,2.154948e-7,0.0003523236,0.0003835316,0.06618839,0.004308476],"study_design_scores_gemma":[0.000108379,0.00003136935,0.9384691,0.00004452959,0.0000248374,0.000006887764,0.0007549403,0.00004010244,0.0001710464,0.001119723,0.0591312,0.00009795196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909179,0.003627303,0.00001398547,0.002799317,0.0003068685,0.00007737235,0.000580434,0.00003394591,0.00164289],"genre_scores_gemma":[0.9985077,0.0003368419,0.00006472006,0.0002472053,0.00006373182,0.00000655945,0.0000203038,0.000004831042,0.0007481514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03286518,"threshold_uncertainty_score":0.9818904,"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."}}