{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004776291,0.001591686,0.001406742,0.001868542,0.007587677,0.003858112,0.002648303,0.000484423,0.0004040086],"category_scores_gemma":[0.000486102,0.001669271,0.0002996858,0.004191354,0.0003586903,0.003126385,0.00484626,0.002503297,0.00003793983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004934868,"about_ca_system_score_gemma":0.0002648371,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04570239,"about_ca_topic_score_gemma":0.02390675,"domain_scores_codex":[0.9931916,0.00106005,0.001689042,0.001384033,0.001028373,0.001646884],"domain_scores_gemma":[0.99479,0.0005210946,0.001083235,0.002289086,0.001126283,0.0001903172],"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":[0.001357832,0.007100108,0.4319979,0.06862159,0.003649741,0.0002325318,0.02716037,0.0008268099,0.01296191,0.05389467,0.2935584,0.09863812],"study_design_scores_gemma":[0.008201291,0.001668649,0.1394876,0.01657524,0.007544105,0.00001644892,0.2380384,0.1120469,0.0125972,0.003335417,0.4502462,0.0102427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8920776,0.006113396,0.002366821,0.01504631,0.001563163,0.007912205,0.0001303338,0.001725778,0.07306443],"genre_scores_gemma":[0.9818824,0.004073588,0.000730887,0.009372442,0.0004199262,0.0003962626,0.001068838,0.0001671961,0.001888464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2925103,"threshold_uncertainty_score":0.9997979,"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."}}