{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006247051,0.00008836183,0.0001797784,0.0001944674,0.0001738235,0.000004829389,0.00008523618,0.00004204279,0.00001683013],"category_scores_gemma":[0.0001834922,0.0001003274,0.00002141504,0.00044906,0.00002265354,0.000116191,0.0002248315,0.0001681814,0.00001046686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002250912,"about_ca_system_score_gemma":0.000008674398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006723036,"about_ca_topic_score_gemma":0.01349088,"domain_scores_codex":[0.9987935,0.0003206051,0.000274984,0.0002891257,0.0001102727,0.0002114503],"domain_scores_gemma":[0.9997919,0.00003634687,0.00005890399,0.00007362015,0.000003789511,0.00003549886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001305482,0.00009759585,0.9838389,0.000003492086,0.000002335075,0.00003286645,0.0009903933,0.002637763,0.00003958443,0.00002843242,0.009334378,0.002863737],"study_design_scores_gemma":[0.0006244049,0.0003074166,0.9913518,0.00001026225,0.000003581782,9.865134e-7,0.0006063512,0.00195659,3.844301e-7,0.0009033299,0.00412753,0.0001073011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960192,0.0001211033,0.0002740141,0.001139517,0.001574611,0.0003349213,0.00000119963,0.00001812698,0.0005173187],"genre_scores_gemma":[0.9987469,0.00002514533,0.0005632533,0.0001603909,0.00002784331,0.0001173366,0.000009678323,0.000007640123,0.0003417863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01281858,"threshold_uncertainty_score":0.752823,"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."}}