{"id":"W2026363206","doi":"10.1029/2005eo410003","title":"Satellite imagery maps Hurricane Katrina‐induced flooding and oil slicks","year":2005,"lang":"en","type":"article","venue":"Eos","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Space Agency; U.S. Geological Survey","keywords":"Hurricane katrina; Storm surge; Flooding (psychology); Landfall; Storm; Natural disaster; Flood myth; Environmental science; Meteorology; Natural hazard; Oceanography; Hydrology (agriculture); Geography; Geology; Archaeology","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":[0.0002025773,0.0001377875,0.0001528613,0.0001031081,0.00004275382,0.00004967684,0.00007836713,0.00007064061,0.00003545593],"category_scores_gemma":[0.00004590938,0.0001427946,0.00003850822,0.0001490092,0.00001009359,0.0001437179,0.00002196872,0.0001753985,0.00004787898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003650421,"about_ca_system_score_gemma":0.000004663792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005357449,"about_ca_topic_score_gemma":0.000001708385,"domain_scores_codex":[0.9993147,0.0000233193,0.0001754084,0.0001426389,0.0001115739,0.0002323491],"domain_scores_gemma":[0.9995849,0.00009027712,0.000009846571,0.0001932914,0.00001760562,0.000104058],"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":[0.000004790788,0.0000103518,0.000603735,0.0001207104,0.00003374989,0.00001207482,0.0004733054,0.5541416,0.04386414,0.0001519432,0.0004327685,0.4001508],"study_design_scores_gemma":[0.001029339,0.00003851858,0.006866142,0.0000891498,0.00003294304,0.00004352061,0.00007892203,0.7286519,0.04601504,0.000142334,0.2161925,0.0008196122],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766884,0.001656353,0.007091983,0.0001013787,0.000235635,0.00004001719,0.000003233478,0.0004938655,0.01368906],"genre_scores_gemma":[0.968474,0.0003366432,0.02989399,0.00002357545,0.0003538211,0.000008049606,0.000005088893,0.00003814198,0.0008666471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3993312,"threshold_uncertainty_score":0.5822994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540637269690793,"score_gpt":0.2509709904464907,"score_spread":0.2355646177495828,"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."}}