{"id":"W2562900426","doi":"","title":"Advances in information technology and its impact on financial accounting research","year":2010,"lang":"en","type":"article","venue":"Accounting","topic":"Financial Reporting and XBRL","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Accounting; Accounting information system; Business; Finance; Financial accounting","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":[0.002319432,0.0001959818,0.0002291379,0.001958393,0.000447049,0.0004964134,0.0002734948,0.0002365553,0.00003775733],"category_scores_gemma":[0.006688998,0.0001739099,0.00004337348,0.002174931,0.00007943966,0.005605641,0.0002682062,0.001049076,0.0002943997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003853299,"about_ca_system_score_gemma":0.00007958039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003491053,"about_ca_topic_score_gemma":0.0003896075,"domain_scores_codex":[0.9981338,0.000007015184,0.0004929143,0.0002883249,0.0004310152,0.0006469443],"domain_scores_gemma":[0.9988246,0.0001264653,0.000375534,0.0002151137,0.0004465269,0.00001173428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008503669,0.00006647805,0.5361479,0.0002189774,0.00000411458,0.00002544405,0.0001216095,0.00009959181,0.003384479,0.1228003,0.0005014482,0.3365446],"study_design_scores_gemma":[0.001375916,0.00006937453,0.6708519,0.000497229,0.00001860663,0.000031241,0.0005326387,0.01212902,0.0009800222,0.05101388,0.2615539,0.000946236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705242,0.0001280817,0.00001103008,0.0005035755,0.000502037,0.0002371363,9.401079e-7,0.0001445089,0.02794848],"genre_scores_gemma":[0.9984182,0.00002526843,0.00008142763,0.0003539228,0.001038929,0.0000323468,0.000007844908,0.00001920933,0.00002287276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3355983,"threshold_uncertainty_score":0.8007839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234818208422115,"score_gpt":0.3118865012346053,"score_spread":0.2995383191503841,"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."}}