{"id":"W4416606206","doi":"10.25124/cosecant.v4i2.8499","title":"ANALISIS PERBAIKAN PROSES BISNIS PENGELOLAAN BANTUAN LOGISTIK KEBENCANAAN PADA BADAN PENANGGULANGAN BENCANA DAERAH (BPBD) PROVINSI JAWA BARAT","year":2025,"lang":"","type":"article","venue":"Prosiding COSECANT Community Service and Engagement Seminar","topic":"Management and Optimization Techniques","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Process (computing); Corporate social responsibility; Business management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001572154,0.0007477568,0.000449387,0.00292087,0.001287005,0.002858186,0.0005984959,0.0006289089,0.01593158],"category_scores_gemma":[0.002674514,0.0002972724,0.0006058646,0.003748671,0.0007379805,0.001578331,0.00106727,0.00098942,0.002709106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730559,"about_ca_system_score_gemma":0.002186948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02456428,"about_ca_topic_score_gemma":0.06588608,"domain_scores_codex":[0.9979235,0.000363076,0.0001306459,0.0003621338,0.0009753936,0.0002452295],"domain_scores_gemma":[0.9958391,0.001281235,0.0006628137,0.000172626,0.001758191,0.0002861755],"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":[0.001189931,0.000586729,0.4886582,0.004518114,0.0003769062,0.003356126,0.03464045,0.00202885,0.07126176,0.009469807,0.0199726,0.3639405],"study_design_scores_gemma":[0.00001828855,0.0003771044,0.7090905,0.0006751366,0.0002301523,0.0009357766,0.05967594,0.001402762,0.01674132,0.002103286,0.2086369,0.0001129446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8600051,0.003760359,0.01074565,0.001479031,0.0002189575,0.0004139375,0.009103647,0.0004078824,0.1138655],"genre_scores_gemma":[0.8904111,0.002726684,0.02138015,0.0004120341,0.00003748918,0.0003910249,0.006272811,0.0002495979,0.07811916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02456428,"threshold_uncertainty_score":0.05329645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03686512538448502,"score_gpt":0.2627833340630652,"score_spread":0.2259182086785802,"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."}}