{"id":"W4321017965","doi":"10.58782/flmnh.tffb5439","title":"Baseline Caribbean Reefs","year":2023,"lang":"en","type":"article","venue":"Bulletin of the Florida Museum of Natural History","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Reef; Coral reef; Resilience of coral reefs; Coral; Acropora; Ecology; Fishery; Aquaculture of coral; Holocene; Geography; Environmental issues with coral reefs; Biology","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":[0.0003656601,0.000599972,0.0002957114,0.003009083,0.001677065,0.001993273,0.0006433642,0.0003608815,0.04185686],"category_scores_gemma":[0.002112793,0.0001817221,0.0002269079,0.005374989,0.0002808687,0.001236279,0.00173858,0.0005696735,0.004140424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003051518,"about_ca_system_score_gemma":0.001876061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2844372,"about_ca_topic_score_gemma":0.5405883,"domain_scores_codex":[0.9993669,0.00004539044,0.00003462601,0.0001777789,0.0002099984,0.0001652147],"domain_scores_gemma":[0.9987221,0.000042653,0.000234562,0.00009825239,0.0006788191,0.000223539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003502324,0.00006754232,0.5266457,0.001526951,0.0002021792,0.0006369772,0.006196487,0.0006806015,0.006383594,0.01357958,0.1684791,0.2752512],"study_design_scores_gemma":[0.000009471004,0.00002885928,0.6543132,0.0002070887,0.00003334582,0.0001980393,0.003430462,0.0001747541,0.0002853339,0.0007330084,0.3405644,0.0000220997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3719878,0.008077359,0.00194973,0.003361893,0.0002973324,0.0002869205,0.1478275,0.0006336464,0.4655779],"genre_scores_gemma":[0.8714101,0.004908136,0.004618771,0.0008396255,0.0001488915,0.0005698992,0.06788622,0.0002203796,0.04939801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2844372,"threshold_uncertainty_score":0.5655632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051070089563375,"score_gpt":0.1820851889621045,"score_spread":0.1715744880664708,"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."}}