{"id":"W4399449943","doi":"10.5267/j.ac.2024.4.001","title":"Impact of information and communication technologies on budget transparency of the provincial government in Vietnam","year":2024,"lang":"en","type":"article","venue":"Accounting","topic":"Local Government Finance and Decentralization","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Sophistication; Openness to experience; Public economics; Industrialisation; Government (linguistics); Public expenditure; Business; Economics; Public finance; Computer science; Macroeconomics; Sociology; Psychology; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003025536,0.00003416676,0.00005411904,0.00002056945,0.00006253241,0.00003087627,0.0001193911,0.00004391285,0.000004008716],"category_scores_gemma":[0.0001801958,0.00002356514,0.00002130155,0.0002533729,0.00008138946,0.0004534515,0.00002676907,0.00005631364,6.351533e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426917,"about_ca_system_score_gemma":0.00006346114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001663439,"about_ca_topic_score_gemma":0.0008313388,"domain_scores_codex":[0.9994099,0.00002204268,0.0001737447,0.00004075566,0.0002831497,0.00007041163],"domain_scores_gemma":[0.9997542,0.0000441141,0.000096237,0.00008426493,0.00001760126,0.000003593575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002273856,0.00004627056,0.7591653,0.00009911849,0.000009842615,9.965505e-8,0.01516077,0.0001931216,0.0005090609,0.08315334,0.0001537271,0.1414866],"study_design_scores_gemma":[0.0002251288,0.00008175665,0.9817101,0.000523349,0.00001294327,1.453674e-7,0.007635463,0.001528454,0.0016361,0.003645384,0.002906613,0.00009451501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948996,0.0001787068,0.0001080351,0.00046909,0.00003870563,0.0001690107,0.00001070893,0.0000205017,0.004105587],"genre_scores_gemma":[0.9995654,0.0003762155,0.00002907766,0.00001041583,0.000005307133,0.000004831864,0.000001262503,0.000001430236,0.000006050858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2225448,"threshold_uncertainty_score":0.2514633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007383008317042446,"score_gpt":0.2720990400733563,"score_spread":0.2647160317563138,"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."}}