{"id":"W7111065374","doi":"10.18280/ijsse.150801","title":"Policy Design for Strengthening the Institutional Framework of Disaster Risk Governance in Padang City, Indonesia","year":2025,"lang":"","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Corporate governance; Risk governance; Disaster risk reduction; Risk management; Disaster mitigation; Resilience (materials science)","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":[0.008606328,0.0002797601,0.0002824848,0.001259246,0.003134337,0.007215595,0.00153431,0.001396189,0.004682423],"category_scores_gemma":[0.009207617,0.000361251,0.0003186615,0.001192954,0.002795247,0.003682156,0.005064845,0.00225581,0.0002322974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01309632,"about_ca_system_score_gemma":0.04406798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0209215,"about_ca_topic_score_gemma":0.03290544,"domain_scores_codex":[0.9965696,0.001981237,0.0001950061,0.0002871523,0.0002488986,0.0007181865],"domain_scores_gemma":[0.994925,0.001694896,0.0007274348,0.0004298848,0.001113449,0.001109372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002046518,0.0009390753,0.0320325,0.0005218498,0.0000936487,0.0009251134,0.01043556,0.0669921,0.002195326,0.8140036,0.007759835,0.06389654],"study_design_scores_gemma":[0.0002984716,0.0005956151,0.07254548,0.001917471,0.0004757375,0.0003652378,0.114567,0.1819577,0.006564551,0.5037762,0.1167453,0.0001913084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7180179,0.0007174226,0.08234695,0.05310157,0.0002377307,0.002391459,0.0005211689,0.0002621928,0.1424036],"genre_scores_gemma":[0.982767,0.0001896028,0.01362607,0.0003887144,0.00001298026,0.0003935127,0.00007171544,0.00001254438,0.002537985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0209215,"threshold_uncertainty_score":0.09502089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008737651619238434,"score_gpt":0.2775640489182058,"score_spread":0.2688263972989673,"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."}}