{"id":"W1740185101","doi":"10.2139/ssrn.2253638","title":"The Quality of Interactive Data: XBRL Versus Compustat, Yahoo Finance, and Google Finance","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Reporting and XBRL","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"XBRL; Finance; Corporate finance; Computer science; Quality (philosophy); Business; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.002100445,0.0001406555,0.0002260595,0.00005896407,0.0004323621,0.0002219445,0.0004627841,0.00004483401,0.000008685972],"category_scores_gemma":[0.0006756088,0.000100475,0.00005744711,0.000219165,0.0001218722,0.001246595,0.0002581645,0.0008628359,0.00004358297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001072804,"about_ca_system_score_gemma":0.0003915814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001757316,"about_ca_topic_score_gemma":0.002140949,"domain_scores_codex":[0.9979883,0.00002636148,0.0005107271,0.000225457,0.0002380991,0.001011019],"domain_scores_gemma":[0.9982523,0.0002037549,0.0009282688,0.0003479963,0.000260925,0.000006716368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005616631,0.0001400706,0.009512921,0.00005048236,0.0002139587,0.000005075062,0.00008789347,0.0000496834,0.000195241,0.6253182,0.009213377,0.3546515],"study_design_scores_gemma":[0.004126212,0.0002834648,0.1478893,0.0001723242,0.0001495422,0.00008301883,0.004380935,0.00588313,0.0000615129,0.4870581,0.3491417,0.0007706922],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883441,0.002389178,0.0007439309,0.001223225,0.0006940258,0.0001627321,0.000001951819,0.00002162035,0.006419206],"genre_scores_gemma":[0.9964265,0.001830376,0.00005850892,0.00008424757,0.000548391,0.000005200111,0.000007168785,0.0000143042,0.001025288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3538808,"threshold_uncertainty_score":0.409725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02599713527551247,"score_gpt":0.2894528397079925,"score_spread":0.2634557044324801,"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."}}