{"id":"W2106752295","doi":"10.1371/journal.pbio.1000606","title":"Global Human Footprint on the Linkage between Biodiversity and Ecosystem Functioning in Reef Fishes","year":2011,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":361,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; United Nations University Institute for Water, Environment, and Health; Dalhousie University","funders":"Coral Reef Conservation Program; National Marine Fisheries Service; Japan Society for the Promotion of Science; Australian Research Council; National Park Service; Western Indian Ocean Marine Science Association; Fundación Charles Darwin; Studienstiftung des Deutschen Volkes; Royal Society; National Science Foundation; Marisla Foundation; National Geographic Society; Walton Family Foundation; Conservation Leadership Programme; World Wildlife Fund; Leverhulme Trust; Gordon and Betty Moore Foundation; World Bank Group; Alfred P. Sloan Foundation; Wildlife Conservation Society; National Oceanic and Atmospheric Administration; David and Lucile Packard Foundation","keywords":"Biology; Biodiversity; Ecosystem; Footprint; Reef; Linkage (software); Ecology; Coral reef; Ecosystem services; Great barrier reef; Environmental resource management; Fishery; Gene; Genetics; Paleontology","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":[0.001083837,0.0001541691,0.0001217885,0.0008766513,0.00018564,0.0004632189,0.000213599,0.0003339151,0.003604098],"category_scores_gemma":[0.003354089,0.0001112364,0.0002807327,0.0009770464,0.001305289,0.0005098704,0.0009283459,0.0002516235,0.0002329579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004619219,"about_ca_system_score_gemma":0.0002428081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00925511,"about_ca_topic_score_gemma":0.01429337,"domain_scores_codex":[0.9996536,0.0001856733,0.00001629614,0.00004645115,0.00005207509,0.00004589859],"domain_scores_gemma":[0.9970264,0.001374108,0.0008015763,0.0003156957,0.0002346597,0.0002475994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002141093,0.00001623641,0.9895704,0.00002452757,0.0001084236,0.00007796986,0.0002312425,0.001068697,0.0005245273,0.0005031377,0.0002118066,0.007448975],"study_design_scores_gemma":[0.000001020161,0.000019662,0.9993229,0.000005253397,0.0000139248,0.00004541,0.0001710741,0.0001426324,0.00003179488,0.0001391011,0.0001047993,0.00000251821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960336,0.000194134,0.0001065484,0.0001986604,0.000003304696,0.000002081568,0.000358972,0.000003474777,0.003099104],"genre_scores_gemma":[0.9997022,0.00006562198,0.0000299579,0.00001854034,0.000003233935,0.000001438244,0.00008041269,9.830904e-7,0.00009760801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00925511,"threshold_uncertainty_score":0.01840246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06236630225939447,"score_gpt":0.2148842614984646,"score_spread":0.1525179592390701,"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."}}