{"id":"W4283713342","doi":"10.1016/j.pecon.2022.05.003","title":"Sailing into the past: Nautical charts reveal changes over 160 years in the largest reef complex in the South Atlantic Ocean","year":2022,"lang":"en","type":"article","venue":"Perspectives in Ecology and Conservation","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Instituto Serrapilheira; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Reef; Coral reef; Seascape; Environmental issues with coral reefs; Oceanography; Deforestation (computer science); Fringing reef; Marine ecosystem; Geography; Seagrass; Fishery; Ecosystem; Ecology; Geology; Habitat; 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":[0.0005933665,0.000172738,0.000118603,0.002975403,0.0005308429,0.001317128,0.0002383951,0.0001499907,0.001713646],"category_scores_gemma":[0.005325652,0.00008794502,0.000127616,0.004606451,0.0004017104,0.000916842,0.0007161344,0.0002860561,0.0003436269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009129133,"about_ca_system_score_gemma":0.001103807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1201257,"about_ca_topic_score_gemma":0.2581531,"domain_scores_codex":[0.9997693,0.00002757608,0.00003858455,0.00004134302,0.00009773147,0.00002547191],"domain_scores_gemma":[0.9962154,0.0003489941,0.001532795,0.0003348336,0.001334599,0.0002333019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003757355,0.00001820016,0.9253435,0.00007837133,0.00002631545,0.00008122305,0.003169109,0.0004814033,0.0008406293,0.0008734766,0.004462752,0.06458737],"study_design_scores_gemma":[9.733443e-7,0.00001067315,0.9815972,0.00003203584,0.000007551181,0.00004495849,0.001647479,0.0004573724,0.0001743952,0.0001444306,0.01587328,0.000009720035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702885,0.0006896927,0.001203577,0.0004286939,0.00006422205,0.00003796466,0.01097585,0.0001511655,0.01616034],"genre_scores_gemma":[0.9872869,0.000666375,0.003145942,0.0000377395,0.00003415109,0.00003137769,0.006297132,0.00004081578,0.002459734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1201257,"threshold_uncertainty_score":0.238853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02152066146407275,"score_gpt":0.2449522456345792,"score_spread":0.2234315841705065,"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."}}