{"id":"W2013572681","doi":"10.3167/foc.2007.490107","title":"Anatomy of a disaster","year":2007,"lang":"en","type":"article","venue":"Focaal","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Decentralization; Corporate governance; Public administration; Urbanism; Flood myth; Government (linguistics); State (computer science); Political science; Managerialism; Liberalism; Sociology; Politics; Management; Law; Geography; Economics; Architecture; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001498306,0.00003889096,0.00004482752,0.00001464439,0.00001680522,0.000003357182,0.00008432152,0.00001374832,0.001411522],"category_scores_gemma":[0.00000215764,0.00003196732,0.00002294152,0.00008259679,0.00004860197,0.00006233049,0.00009937658,0.00002390539,0.0002484868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002136566,"about_ca_system_score_gemma":0.00000103381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001414073,"about_ca_topic_score_gemma":0.0002197249,"domain_scores_codex":[0.9995662,0.000004539589,0.00008439941,0.00008248448,0.0001434045,0.0001190037],"domain_scores_gemma":[0.9998369,0.000008433112,0.00002459983,0.00009875419,0.000001172169,0.00003018639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008192869,0.000453111,0.7395777,0.00002488655,0.00004462165,0.00004284947,0.001681265,0.0002431785,0.01249386,0.01152841,0.05688931,0.1769389],"study_design_scores_gemma":[0.0004896607,0.0001266253,0.7711633,0.00000623829,0.00001700296,0.000001269494,0.0004048344,0.0003280552,0.006455543,0.001129284,0.2197276,0.0001506407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8104671,0.000008557984,0.005232502,0.0000794732,0.0000849123,0.00007227641,5.496366e-7,0.00001296739,0.1840416],"genre_scores_gemma":[0.9961947,0.000001875609,0.002118475,0.00006876961,0.00001758739,0.000001229233,0.000001013252,0.000003271694,0.001593047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1857276,"threshold_uncertainty_score":0.9995013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005440099642052385,"score_gpt":0.2641049076107587,"score_spread":0.2586648079687063,"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."}}