{"id":"W4313505713","doi":"10.1177/028072701603400108","title":"Book Review: <i>Children of Katrina</i>","year":2016,"lang":"en","type":"article","venue":"International Journal of Mass Emergencies & Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Hurricane katrina; History; Geography; Natural disaster; Meteorology","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":[0.0006003021,0.00009913526,0.0001994689,0.0001435297,0.00005440949,0.00002259174,0.001058817,0.00003052925,0.002342004],"category_scores_gemma":[0.0002584971,0.00006477159,0.0002307313,0.0001333141,0.000299677,0.0006490602,0.00008084375,0.00005780944,0.00003553245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007823804,"about_ca_system_score_gemma":0.00009410589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000380596,"about_ca_topic_score_gemma":0.00001777344,"domain_scores_codex":[0.997842,0.000115019,0.0005899839,0.0001126527,0.001149773,0.0001906298],"domain_scores_gemma":[0.9986376,0.00007994261,0.0006004393,0.0001159247,0.0004664934,0.00009964591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001021136,0.0001327219,0.01544554,0.00004999931,0.000424415,0.00002187143,0.002006407,0.00001357119,0.003014066,0.008242138,0.9476724,0.02287479],"study_design_scores_gemma":[0.0004599482,0.00008086907,0.003052592,0.001037399,0.00007049913,0.000006546583,0.001262448,7.187486e-7,0.000508836,0.0004614615,0.9929148,0.0001438881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2300617,0.341818,0.01605021,0.1818496,0.02396057,0.001417454,0.0001315797,0.0001085616,0.2046024],"genre_scores_gemma":[0.6660416,0.2614953,0.0004851849,0.00892619,0.001709678,0.00000768778,0.000003536561,0.00003057603,0.06130036],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4359799,"threshold_uncertainty_score":0.99857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008109312070839186,"score_gpt":0.2905285683346761,"score_spread":0.2824192562638368,"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."}}