{"id":"W2827904244","doi":"10.25105/mraai.v3i2.2821","title":"INDEPENDENSI AKUNTAN PUBLIK : SEBUAH REKAPITULASI","year":2008,"lang":"en","type":"article","venue":"Media Riset Akuntansi Auditing & Informasi","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Independence (probability theory); Meaning (existential); Audit; Auditor independence; Psychology; Political science; Internal audit; Accounting; Business; Psychotherapist","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"],"consensus_categories":[],"category_scores_codex":[0.001936899,0.0003869762,0.0004403603,0.0003466559,0.001757653,0.0003670506,0.0006937581,0.0003262172,0.0006868138],"category_scores_gemma":[0.004623075,0.0003965091,0.0001949903,0.0009999704,0.0006617464,0.002405784,0.0002438876,0.0005718608,0.0004574462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004061423,"about_ca_system_score_gemma":0.001051608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002234776,"about_ca_topic_score_gemma":0.00113396,"domain_scores_codex":[0.9955992,0.0001676344,0.0008577223,0.0004380914,0.001627703,0.001309651],"domain_scores_gemma":[0.9973034,0.000913378,0.0004627845,0.0003639492,0.0003825717,0.0005738673],"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":[0.0001800988,0.0001789932,0.5631693,0.0001006334,0.0001813524,0.0007322478,0.1921451,0.00002781086,0.00006428145,0.02490428,0.09436376,0.1239521],"study_design_scores_gemma":[0.001107904,0.00004239502,0.07110274,0.0001185068,0.00002656722,0.0001114961,0.02078038,0.00005681059,0.0002897014,0.0008782031,0.9045419,0.0009434337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4604114,0.00009948687,0.00005699266,0.001022396,0.001520347,0.0003155383,0.00001118852,0.0005708406,0.5359918],"genre_scores_gemma":[0.9892526,0.0003362283,0.001424018,0.001233606,0.001282995,0.00003997265,0.0001525487,0.00004801148,0.006230005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8101781,"threshold_uncertainty_score":0.9998487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03115661387284931,"score_gpt":0.2573070068360423,"score_spread":0.226150392963193,"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."}}