{"id":"W2808355995","doi":"10.1038/s41586-018-0194-z","title":"Loss of coral reef growth capacity to track future increases in sea level","year":2018,"lang":"en","type":"article","venue":"Nature","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":373,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Coral Reef Conservation Program; National Oceanic and Atmospheric Administration; Sight Research UK; Leverhulme Trust; Ocean Acidification Program; Natural Environment Research Council; Commonwealth Scientific and Industrial Research Organisation; Department for Environment, Food and Rural Affairs, UK Government; National Geographic Society","keywords":"Coral reef; Coral; Oceanography; Reef; Fishery; Track (disk drive); Environmental science; Environmental issues with coral reefs; Resilience of coral reefs; Geology; Biology; Engineering","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":[0.0001242922,0.0001060976,0.0001676462,0.00003057894,0.00005410875,0.000005602645,0.0001800921,0.0002672783,0.0002855511],"category_scores_gemma":[0.00008406833,0.00008203521,0.00003628169,0.0003567515,0.0001016741,0.00009753597,0.0002376081,0.0004379125,0.0001241142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007606517,"about_ca_system_score_gemma":0.000005201183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004363262,"about_ca_topic_score_gemma":0.0215614,"domain_scores_codex":[0.9992332,0.00002817235,0.0001335436,0.0002130919,0.0002086142,0.0001834135],"domain_scores_gemma":[0.9997016,0.00002022506,0.00004263435,0.0001434649,0.00002665713,0.000065382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006506882,0.00009829405,0.954428,0.00002614069,0.000006881593,0.00000873553,0.0004336523,5.832282e-7,0.001492982,0.000386781,0.04125076,0.001802092],"study_design_scores_gemma":[0.0001840738,0.0001067513,0.9841843,0.00002049603,0.000004207704,0.000006813464,0.00008511925,0.000008491715,0.001825554,0.0005399249,0.01292515,0.0001091066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992635,0.00006535758,0.000004124236,0.0009919364,0.0002343386,0.000144538,0.00008181739,0.00001680043,0.005826165],"genre_scores_gemma":[0.9983044,0.000008736676,0.0004135965,0.0005122304,0.0002831601,0.000006312225,0.000003511773,0.000005806076,0.0004622463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02975628,"threshold_uncertainty_score":0.9962925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498652600806626,"score_gpt":0.2336747841637851,"score_spread":0.2186882581557188,"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."}}