{"id":"W2135678833","doi":"10.5430/ijfr.v4n2p144","title":"Comparison and Enlightenment of USA and Japan’s Emergency Management Mechanism","year":2013,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enlightenment; Emergency management; Mechanism (biology); Task (project management); Natural disaster; Business; Process (computing); Political science; Operations management; Economic growth; Economics; Geography; Computer science; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001306786,0.00005153288,0.000118635,0.000289738,0.0001317187,0.00007891573,0.0004265147,0.00003416645,0.0004444011],"category_scores_gemma":[0.0001758539,0.00004309244,0.00003441167,0.0001359146,0.0002187124,0.0002912436,0.0002118598,0.0001384762,0.00001583236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005503063,"about_ca_system_score_gemma":0.00005297932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005322642,"about_ca_topic_score_gemma":0.0001990109,"domain_scores_codex":[0.9978709,0.0001095956,0.0003319556,0.00009980048,0.001401839,0.0001858861],"domain_scores_gemma":[0.9990022,0.00006115293,0.0001530077,0.0000515769,0.0006346032,0.00009744492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007361733,0.0002635614,0.06009202,0.00004020141,0.00008777983,0.00003403577,0.009508606,0.000003055526,0.001475461,0.4767905,0.01037383,0.4412573],"study_design_scores_gemma":[0.0008338216,0.0004203365,0.854884,0.0002074913,0.00002112425,0.000006391197,0.009093272,0.0001324721,0.0008943875,0.07522563,0.05811353,0.0001675846],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707823,0.0002597129,0.0002619624,0.002041372,0.0005445296,0.0001829816,0.000001077368,0.000001751283,0.02592427],"genre_scores_gemma":[0.9931515,0.002462494,0.0005522788,0.00002059976,0.0001783786,0.00000556092,2.098873e-7,0.000002804529,0.003626168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7947919,"threshold_uncertainty_score":0.486588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06688685077700207,"score_gpt":0.4382662025584632,"score_spread":0.3713793517814611,"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."}}