{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004769069,0.0002110534,0.00008192644,0.0009018286,0.00015026,0.0003009212,0.0001185959,0.0002071806,0.004864342],"category_scores_gemma":[0.0001962887,0.00009290448,0.0001166394,0.001306625,0.00008511763,0.0002192892,0.0001932627,0.0001794416,0.001113162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002016826,"about_ca_system_score_gemma":0.000304011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04645521,"about_ca_topic_score_gemma":0.08500174,"domain_scores_codex":[0.9999633,0.000003359916,0.000002401009,0.000006075957,0.00001546606,0.000009406508],"domain_scores_gemma":[0.9999211,0.000007739248,0.00001345577,0.000006619313,0.00003953547,0.00001146987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009586659,0.0007226004,0.1842241,0.0007696907,0.0002354924,0.001702301,0.00198283,0.09961256,0.03068725,0.004043929,0.3528254,0.3222352],"study_design_scores_gemma":[0.0001429536,0.0001505971,0.6713035,0.0001926469,0.00008905538,0.0006388503,0.004382436,0.1565035,0.008090676,0.001289045,0.1571369,0.0000798815],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7637606,0.0003711359,0.004272781,0.000916669,0.0001581747,0.0002328597,0.1667019,0.002295938,0.06128999],"genre_scores_gemma":[0.8865918,0.000601689,0.01069451,0.00008197075,0.00003832908,0.00009999342,0.08982042,0.0001327248,0.01193853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04645521,"threshold_uncertainty_score":0.09236962,"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."}}