{"id":"W3158494802","doi":"10.5555/1480-6800.18.1.124","title":"Effectiveness of the Disaster Risk Management System in Pakistan","year":2015,"lang":"en","type":"article","venue":"Arab world geographer","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Risk management; Business; Risk analysis (engineering); Environmental resource management; Environmental planning; Environmental health; Geography; Medicine; Economics; Finance","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":[0.00231485,0.0002261476,0.000233121,0.0005891372,0.001713665,0.001477695,0.0005606816,0.0006432763,0.003391561],"category_scores_gemma":[0.00592427,0.000136489,0.0002707994,0.0006714903,0.001130663,0.001135915,0.001364223,0.0007349818,0.0002918076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00425592,"about_ca_system_score_gemma":0.006828549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0557786,"about_ca_topic_score_gemma":0.05452391,"domain_scores_codex":[0.9982126,0.001004007,0.00006996721,0.00008435118,0.0001746642,0.0004544151],"domain_scores_gemma":[0.9955593,0.001675731,0.0006806764,0.0002002899,0.0007777139,0.001106287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006987198,0.008757468,0.6468781,0.0004831596,0.000371354,0.001852283,0.0201119,0.02783073,0.002710173,0.01963125,0.01120602,0.2531804],"study_design_scores_gemma":[0.0006624884,0.01126813,0.8843953,0.000181579,0.0002947925,0.0003640231,0.0675209,0.01518156,0.0033281,0.003005667,0.01369151,0.0001059663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922844,0.00005311846,0.00008763895,0.0007284666,0.00002303259,0.00004042986,0.0001178971,0.00001001038,0.006654912],"genre_scores_gemma":[0.9995418,0.00003337617,0.00004079946,0.00002764934,0.000003581978,0.000007308308,0.00002067168,6.138606e-7,0.0003242786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0557786,"threshold_uncertainty_score":0.1109079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035886560381683,"score_gpt":0.2813245449885786,"score_spread":0.2709656793847617,"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."}}