{"id":"W2333289790","doi":"","title":"Transformation of profit information and an ideal approach of financial statements audit","year":2008,"lang":"en","type":"article","venue":"Accounting","topic":"Economic and Technological Developments in Russia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Audit; Business; Transformation (genetics); Information technology audit; Financial Audit; Accounting; Finance; Economics; Joint audit; Internal audit","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":[0.0004015085,0.0000368213,0.00008410821,0.00005309395,0.0001696177,0.000009493706,0.00008715672,0.00006486611,0.00001524855],"category_scores_gemma":[0.00007586265,0.00003443968,0.00001053425,0.00009893235,0.0001323731,0.001474146,0.00001538838,0.00004323044,0.000001947421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000193079,"about_ca_system_score_gemma":0.0000774095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003445852,"about_ca_topic_score_gemma":0.00002073182,"domain_scores_codex":[0.999449,0.00001267136,0.0002777966,0.00004836797,0.0001156257,0.00009660377],"domain_scores_gemma":[0.9997052,0.00001156829,0.0001858033,0.00003798763,0.00004451439,0.00001491405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002622443,0.0000576193,0.3397891,0.0001532837,0.00001603644,2.523204e-7,0.05802563,0.00004035739,0.0001215993,0.4060371,0.0002033301,0.1955294],"study_design_scores_gemma":[0.001114773,0.0001292065,0.952346,0.00005784852,0.00001459802,0.000001631255,0.01334223,0.001515096,0.001918262,0.0147102,0.01452083,0.0003293243],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971061,0.000006435373,0.001231859,0.00004751852,0.00003275109,0.0001402409,0.000003506923,0.00002265427,0.02745405],"genre_scores_gemma":[0.9963322,0.0000616713,0.003530421,0.00002700075,0.00001391783,0.000005935008,0.000009864708,0.000001219287,0.00001775428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6125569,"threshold_uncertainty_score":0.1404409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02963107473242421,"score_gpt":0.2958284830726557,"score_spread":0.2661974083402315,"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."}}