{"id":"W4301397672","doi":"10.3389/fevo.2022.972172","title":"Historical declines in parrotfish on Belizean coral reefs linked to shifts in reef exploitation following European colonization","year":2022,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Sistema Nacional de Investigadores; University of California, San Diego; Waitt Foundation; National Geographic Society; Smithsonian Institution","keywords":"Parrotfish; Reef; Coral reef; Ecology; Geography; Coral reef fish; Fishery; Ecosystem; Population; Biology; Demography","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":[0.0005641175,0.0001821004,0.000152185,0.0008859834,0.0006660044,0.0005242781,0.0002961756,0.0002012963,0.001575782],"category_scores_gemma":[0.0008792417,0.0001881039,0.0001803962,0.000696287,0.0006096053,0.0006653366,0.0005433671,0.00033763,0.0001627856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001773191,"about_ca_system_score_gemma":0.000717647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.199622,"about_ca_topic_score_gemma":0.4247277,"domain_scores_codex":[0.9998202,0.00001918889,0.00001021854,0.00006429604,0.00003201424,0.00005406808],"domain_scores_gemma":[0.9992625,0.00005414719,0.0003417798,0.00005342079,0.0001886391,0.0000994708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004022014,0.00002148194,0.9950148,0.00001089737,0.00002224962,0.00003212916,0.0004733065,0.0001308299,0.0007929254,0.00008480154,0.0003405718,0.003035729],"study_design_scores_gemma":[5.241163e-7,0.000009283417,0.9995133,0.000001945424,0.000003596156,0.00001184458,0.00014934,0.00004782407,0.00003169016,0.000005603871,0.0002240883,8.887081e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982955,0.00009753213,0.00007050468,0.00008331775,0.000004661606,0.000004167135,0.0003569677,0.000007800543,0.001079683],"genre_scores_gemma":[0.9988735,0.00009861089,0.0001223005,0.00004499867,0.000005376672,0.000006407532,0.0003946871,0.000002383021,0.0004516299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.199622,"threshold_uncertainty_score":0.3969201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067640934558833,"score_gpt":0.2078361004205442,"score_spread":0.1971596910749558,"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."}}