{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001435031,0.00008518675,0.0002129351,0.00001139216,0.0000328982,0.00001204983,0.0001165527,0.00002718284,0.0003248515],"category_scores_gemma":[0.00002454086,0.0000786849,0.00003432704,0.0003435852,0.00001636857,0.000089431,0.0005453005,0.00003849597,0.0002516131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006070098,"about_ca_system_score_gemma":0.00001173719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006678286,"about_ca_topic_score_gemma":0.4322132,"domain_scores_codex":[0.99912,0.00004378684,0.0002287094,0.0002336036,0.0001908652,0.0001830306],"domain_scores_gemma":[0.9996594,0.00001417595,0.00005661095,0.0001848326,0.00001636073,0.00006859654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002230326,0.0001211085,0.9921879,0.0001013188,0.000008918605,0.00001707822,0.0001767186,0.0001642883,0.002238925,0.0001630563,0.0002922382,0.00450612],"study_design_scores_gemma":[0.0002783994,0.00008237053,0.9692571,0.00008629929,0.000006062206,0.000008759647,0.0001308726,0.0002988347,0.001732048,0.0003214997,0.02768054,0.0001172261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989984,0.00003348357,0.0000243608,0.000649718,0.0001118001,0.0001583167,0.00004178196,0.00001593443,0.008980586],"genre_scores_gemma":[0.9978912,0.000006789092,0.001043007,0.000182861,0.00003042913,0.00001046613,0.000004240399,0.000003537595,0.0008273959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.425535,"threshold_uncertainty_score":0.9999363,"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."}}