{"id":"W3199321815","doi":"10.1016/j.oneear.2021.08.016","title":"Global decline in capacity of coral reefs to provide ecosystem services","year":2021,"lang":"en","type":"article","venue":"One Earth","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":667,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada; Simon Fraser University; University of British Columbia; Memorial University of Newfoundland","funders":"Marisla Foundation; MAVA Foundation; Minderoo Foundation; Oak Foundation; Nippon Foundation; David and Lucile Packard Foundation","keywords":"Resilience of coral reefs; Aquaculture of coral; Coral reef protection; Environmental issues with coral reefs; Coral reef; Coral reef organizations; Fishery; Reef; Overfishing; Coral bleaching; Habitat destruction; Coral; Biodiversity; Threatened species; Ecosystem services; Geography; Fishing; Ecology; Habitat; Environmental science; Ecosystem; 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":[0.001043407,0.0001709735,0.0001680151,0.0009121747,0.0003095215,0.001300132,0.0003332149,0.0006816779,0.005342698],"category_scores_gemma":[0.003290697,0.0001085097,0.0001835016,0.0021711,0.00127199,0.001455895,0.001003611,0.0008284525,0.0003881965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101807,"about_ca_system_score_gemma":0.0009882414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02108286,"about_ca_topic_score_gemma":0.03787915,"domain_scores_codex":[0.9998181,0.0000366847,0.0000140045,0.00003042023,0.00005601062,0.00004487106],"domain_scores_gemma":[0.9972326,0.0004456268,0.001020296,0.000252127,0.0006873754,0.0003619961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004010622,0.00005745734,0.8061118,0.0007144788,0.0002769161,0.0002910348,0.002949961,0.002426988,0.006300244,0.01807268,0.01874117,0.1436563],"study_design_scores_gemma":[0.000004523045,0.00004443778,0.9618805,0.00008901625,0.00003477731,0.0002394619,0.00294017,0.0002884792,0.0002634598,0.002002385,0.03220535,0.000007575253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128743,0.01001117,0.0008694667,0.02901212,0.0001762244,0.00001167611,0.004280126,0.00007323825,0.04269176],"genre_scores_gemma":[0.9907589,0.004002863,0.0002669551,0.00123168,0.0001021034,0.000004813544,0.0007871047,0.00000878842,0.00283682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02108286,"threshold_uncertainty_score":0.04192024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476631614466384,"score_gpt":0.2159426114431788,"score_spread":0.2011762952985149,"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."}}