{"id":"W4412935761","doi":"10.1007/s00338-025-02697-8","title":"Impending extirpation of an isolated Nassau grouper (Epinephelus striatus) population at Glover’s Atoll, Belize, based on two decades of monitoring","year":2025,"lang":"en","type":"article","venue":"Coral Reefs","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wildlife Conservation Society Canada","funders":"Darwin Initiative; Oak Foundation; James Cook University; Summit Foundation; United States Agency for International Development","keywords":"Atoll; Grouper; Epinephelus; Fishery; Population; Geography; Oceanography; Wake; Fish <Actinopterygii>; Biology; Geology; Reef; Demography; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001723568,0.0001376999,0.000245287,0.00006846242,0.0001271675,0.00001045493,0.00013748,0.000057929,0.0001139695],"category_scores_gemma":[0.00008496792,0.0001242272,0.00006597734,0.0003815877,0.00003366994,0.0002172497,0.0002184938,0.00007121682,0.00001427848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003288721,"about_ca_system_score_gemma":0.000008439542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00361556,"about_ca_topic_score_gemma":0.0008273213,"domain_scores_codex":[0.9988841,0.00005620202,0.0003523895,0.0002597254,0.0002698544,0.0001777315],"domain_scores_gemma":[0.9994383,0.00006755099,0.0001988149,0.0002282321,0.00002379256,0.00004332716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002301705,0.00007883722,0.9498831,0.00004379789,0.00001260321,0.000001368651,0.00005788038,0.001411025,0.02957856,0.0001396827,0.0001102367,0.01845275],"study_design_scores_gemma":[0.0007979567,0.000239975,0.9611578,0.0001543554,0.00002827041,4.916637e-7,0.0000386743,0.02687397,0.01005039,0.0002339445,0.0002902889,0.0001338766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972483,0.00005473529,0.0001871171,0.00004097653,0.0003800367,0.000232014,0.00001117696,0.00003146489,0.001814205],"genre_scores_gemma":[0.9990943,0.00001552335,0.0003823362,0.00001500822,0.00003656597,0.000005962686,0.00002698073,0.000008584192,0.0004147307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02546295,"threshold_uncertainty_score":0.546567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140935942712971,"score_gpt":0.2822789052025186,"score_spread":0.2708695457753889,"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."}}