{"id":"W4385875078","doi":"10.59394/qlnn.331.2023.593","title":"CHUYỂN ĐỔI SỐ NÂNG CAO HIỆU QUẢ HOẠT ĐỘNG CỦA LỰC LƯỢNG CẢNH SÁT PHÒNG CHÁY, CHỮA CHÁY VÀ CỨU NẠN, CỨU HỘ","year":2023,"lang":"vi","type":"article","venue":"Quản lý Nhà nước","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Partenariat Canadien Contre Le Cancer","keywords":"Chemistry; Medicinal chemistry; Stereochemistry; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003434922,0.001625934,0.001671191,0.000552686,0.003088647,0.0006845107,0.003661468,0.0008039366,0.01139541],"category_scores_gemma":[0.00161744,0.001557776,0.000850559,0.003983324,0.00269665,0.001597244,0.005964797,0.002403355,0.035841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002387158,"about_ca_system_score_gemma":0.0002632976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003673452,"about_ca_topic_score_gemma":0.001405585,"domain_scores_codex":[0.9851268,0.0007695183,0.001797202,0.003121532,0.004205911,0.004979021],"domain_scores_gemma":[0.9938312,0.0009120556,0.0006255264,0.003074487,0.0001307352,0.001426017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003182972,0.001134546,0.08565333,0.001302976,0.001190311,0.00202687,0.01561467,0.006742971,0.03093769,0.0008295095,0.6868446,0.1674042],"study_design_scores_gemma":[0.003703062,0.001039301,0.2980847,0.001043686,0.0003209001,0.0001006548,0.00827629,0.02241338,0.007492775,0.001406797,0.6520299,0.00408851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6926086,0.01712116,0.0006797923,0.03173314,0.01455169,0.007157749,0.001294986,0.002688823,0.2321641],"genre_scores_gemma":[0.9125456,0.01397748,0.0008619073,0.001381302,0.002481048,0.0005447594,0.0002096942,0.0003991961,0.06759905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.219937,"threshold_uncertainty_score":0.9998981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0299640770569047,"score_gpt":0.3249845506783645,"score_spread":0.2950204736214598,"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."}}