{"id":"W4388566147","doi":"10.18280/ijsse.130518","title":"The Urgency of Establishing a Natural Disaster Management Agency in Indonesia","year":2023,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Muhammadiyah Surakarta","keywords":"Agency (philosophy); Emergency management; Natural disaster; Environmental planning; Occupational safety and health; Business; Poison control; Natural (archaeology); Medical emergency; Environmental resource management; Geography; Environmental science; Medicine; Political science; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008633293,0.0001326111,0.0001178911,0.0002101711,0.001732272,0.002279297,0.0004438763,0.0007670829,0.008154528],"category_scores_gemma":[0.0006482283,0.0002198565,0.0001115092,0.0002810704,0.0005415771,0.001317056,0.001067485,0.001436017,0.001064102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372795,"about_ca_system_score_gemma":0.006927902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008231889,"about_ca_topic_score_gemma":0.01298703,"domain_scores_codex":[0.9995723,0.0001079235,0.00003956302,0.00006255556,0.00008997929,0.0001276225],"domain_scores_gemma":[0.9991224,0.00008752112,0.0001163667,0.00003023391,0.0001221834,0.000521221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007416509,0.002166684,0.3930776,0.002894379,0.0000752235,0.04560278,0.02900115,0.001953342,0.03350418,0.06897873,0.1198458,0.3021587],"study_design_scores_gemma":[0.0000712422,0.0003574626,0.3343972,0.0007101225,0.00005727458,0.009316624,0.05570839,0.003495257,0.005219455,0.004389377,0.5861767,0.0001009373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.800814,0.004261011,0.003472307,0.03436733,0.001193481,0.0003503289,0.0002545559,0.0002120512,0.155075],"genre_scores_gemma":[0.9351296,0.001775226,0.003213804,0.003010578,0.00007623756,0.00008111276,0.0001186507,0.00003042709,0.05656428],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008231889,"threshold_uncertainty_score":0.02727968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005706572949480496,"score_gpt":0.1943266018900953,"score_spread":0.1886200289406148,"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."}}