{"id":"W2945837663","doi":"10.1142/9789811204487_0081","title":"MODELING RESPONSE OF CORAL REEF ISLANDS TO SEA-LEVEL RISE","year":2019,"lang":"en","type":"article","venue":"Coastal Sediments 2019","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Coral reef; Coral bleaching; Reef; Oceanography; Sea level rise; Geology; Climate change","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":[0.0003947479,0.0006211903,0.0005702681,0.0004568523,0.000589563,0.001423106,0.001345934,0.002220815,0.003291183],"category_scores_gemma":[0.002151681,0.0006333871,0.001139381,0.0006206914,0.0006353959,0.0008065807,0.0007122766,0.001075369,0.0002954226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001948812,"about_ca_system_score_gemma":0.001717866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2385094,"about_ca_topic_score_gemma":0.1002762,"domain_scores_codex":[0.9998746,0.0000285512,0.00001007093,0.00003588795,0.00001147882,0.00003947155],"domain_scores_gemma":[0.9994734,0.0002474182,0.00005692807,0.00004118795,0.00008353691,0.00009759006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003800688,0.00003152666,0.005317181,0.00001004864,0.00002978944,0.00005156375,0.00001680313,0.9931899,0.0003143119,0.0003291721,0.0001260539,0.0005456376],"study_design_scores_gemma":[0.00001508177,0.00001167744,0.001735903,0.000001813163,0.00001119044,0.000004150771,0.00003052689,0.9978922,0.00008236949,0.0001181847,0.00009169301,0.0000051749],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920388,0.00007298515,0.001807842,0.0003847012,0.00004207484,0.00001436023,0.0006699567,0.0001229709,0.004846271],"genre_scores_gemma":[0.9975568,0.00003982875,0.0007783829,0.00003282187,0.000007071883,0.00001010617,0.0002700708,0.00002384183,0.00128116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2385094,"threshold_uncertainty_score":0.4742423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583060998955439,"score_gpt":0.2258483503833363,"score_spread":0.2100177403937819,"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."}}