{"id":"W3152595998","doi":"10.1101/2021.04.12.439484","title":"Filling gaps: fishing, genetics, and conservation of groupers, especially the comb grouper (badejo) ( <i>Mycteroperca acutirostris</i> ), in SE Brazil (2013-2020)","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade Estadual de Campinas; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo; International Development Research Centre","keywords":"Grouper; Fishery; Fishing; Biology; Epinephelus; Geography; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003476721,0.0001138536,0.00009575801,0.0005706857,0.0003651682,0.0001975678,0.0002226237,0.0001525523,0.0008467823],"category_scores_gemma":[0.0006631821,0.00006640025,0.0001002011,0.0003241227,0.000315091,0.0002526283,0.0002707201,0.0001123267,0.00007070963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003794363,"about_ca_system_score_gemma":0.0004393499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02970579,"about_ca_topic_score_gemma":0.133035,"domain_scores_codex":[0.9998916,0.00002186576,0.000007108216,0.00002611616,0.00002229262,0.00003091976],"domain_scores_gemma":[0.9995789,0.00003802028,0.0002422983,0.00001962724,0.00005247254,0.00006872737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001707568,0.00001853887,0.9862525,0.00002670591,0.00001005975,0.0001198949,0.0007997177,0.0000268125,0.001722407,0.00007212425,0.0001237165,0.01081046],"study_design_scores_gemma":[9.450346e-7,0.00003018675,0.9976181,0.00002123814,0.000005006519,0.00009854548,0.001489342,0.00007994052,0.00009755942,0.00003102992,0.0005267608,0.000001422024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990612,0.0001790305,0.00006534785,0.0001126703,0.000002104339,0.000005865057,0.00004973057,0.000002018657,0.0005220671],"genre_scores_gemma":[0.9993771,0.0001124515,0.0002553104,0.00001988885,0.000001392244,0.000004606257,0.00003585983,6.956285e-7,0.000192733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02970579,"threshold_uncertainty_score":0.05906576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505844900810764,"score_gpt":0.2212993718410757,"score_spread":0.206240922832968,"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."}}