{"id":"W3102800745","doi":"10.1029/2020gl088752","title":"Active Sediment Generation on Coral Reef Flats Contributes to Recent Reef Island Expansion","year":2020,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"University of Auckland; Australian Institute of Nuclear Science and Engineering; Asia-Pacific Network for Global Change Research","keywords":"Atoll; Oceanography; Radiometric dating; Reef; Coral reef; Geology; Sediment; Aerial imagery; Remote sensing; Geomorphology","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":[0.0003923209,0.0001534662,0.0001444406,0.0009618056,0.0003129931,0.0008971525,0.0003471785,0.0002143729,0.002444138],"category_scores_gemma":[0.002313503,0.0001463262,0.0001715684,0.0007409818,0.0004861678,0.0003199595,0.0007737292,0.0002861982,0.0002060832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005039645,"about_ca_system_score_gemma":0.0003298954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03917897,"about_ca_topic_score_gemma":0.07071401,"domain_scores_codex":[0.9998554,0.0000312593,0.00001269877,0.00003775269,0.00002533914,0.00003741042],"domain_scores_gemma":[0.9979538,0.0002971865,0.001009842,0.0001222307,0.0002910134,0.0003258511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002875662,0.00001051508,0.9963995,0.000009626615,0.00002943857,0.00009984426,0.0001717039,0.0001137353,0.0008026886,0.00003092983,0.00004034896,0.002262782],"study_design_scores_gemma":[1.865339e-7,0.000003596789,0.9997092,0.000001299815,0.000002499595,0.00001406687,0.0001055384,0.000098925,0.00001889928,0.000005278529,0.00003988821,5.546513e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994628,0.00006660155,0.00001840892,0.00002728975,8.0649e-7,0.000001418679,0.00005118746,0.000002261105,0.0003692243],"genre_scores_gemma":[0.9997954,0.00003675418,0.00001867016,0.000003082674,0.000002011332,6.073011e-7,0.0000461969,9.034972e-7,0.00009642015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03917897,"threshold_uncertainty_score":0.07790184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07842754200928219,"score_gpt":0.31775746863735,"score_spread":0.2393299266280678,"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."}}