{"id":"W2137966418","doi":"10.1002/2013gl058759","title":"Dynamics of sea level rise and coastal flooding on a changing landscape","year":2014,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":208,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Center for Sponsored Coastal Ocean Research; National Oceanic and Atmospheric Administration; Canadian Centre for Applied Research in Cancer Control","keywords":"Storm surge; Flooding (psychology); Storm; Environmental science; Urbanization; Land cover; Sea level rise; Coastal flood; Sea level; Numerical modeling; Surge; Land use; Climatology; Climate change; Geology; Oceanography; Meteorology; Geography; Civil engineering; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004636615,0.0001197781,0.000212773,0.0002279162,0.0002409691,0.00007627785,0.0002523893,0.00005443433,0.0001874146],"category_scores_gemma":[0.000305732,0.00008924588,0.00006411664,0.0004861508,0.000410486,0.0001031477,0.00007927517,0.0005556762,0.0001939193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005916871,"about_ca_system_score_gemma":0.00001939271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00443903,"about_ca_topic_score_gemma":0.002691449,"domain_scores_codex":[0.9974793,0.0002977056,0.0001534953,0.0003243423,0.0009511688,0.0007939998],"domain_scores_gemma":[0.998438,0.0009729822,0.00002334836,0.0001925658,0.00006301609,0.0003100862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006066643,0.0001360149,0.6370555,0.0001830695,0.00004735475,0.00006931911,0.0002346437,0.0004651089,0.004419028,0.009451669,0.001153526,0.3461781],"study_design_scores_gemma":[0.0005073708,0.0006955113,0.8757201,0.00004660918,0.000004313446,0.00000382361,0.0001243164,0.11933,0.0003221267,0.0023655,0.0007131236,0.0001672366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925048,0.00002794116,0.0004412012,0.005333051,0.00004652412,0.0001244645,0.0001164816,0.00001878102,0.001386797],"genre_scores_gemma":[0.999148,0.00001661883,0.0002547675,0.0001683525,0.0002775558,0.000002239012,0.0000479363,0.000005254394,0.00007929163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3460108,"threshold_uncertainty_score":0.6710515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03662849073235787,"score_gpt":0.2776234434537559,"score_spread":0.2409949527213981,"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."}}