{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01715631,0.0004111778,0.000579419,0.004858874,0.0007721345,0.01039566,0.001675297,0.001414583,0.0134367],"category_scores_gemma":[0.1434484,0.0002828298,0.0007246748,0.01161701,0.002829044,0.009771779,0.002795688,0.002405459,0.001595924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003643988,"about_ca_system_score_gemma":0.002074161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06519192,"about_ca_topic_score_gemma":0.04692557,"domain_scores_codex":[0.9783472,0.00793339,0.001302273,0.001431612,0.009779161,0.00120644],"domain_scores_gemma":[0.6758024,0.2298702,0.05313576,0.01168231,0.02267722,0.006832176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004371564,0.0001849363,0.7261707,0.0009957507,0.0008944739,0.0001776611,0.004289683,0.002909014,0.0004018093,0.03694138,0.08545157,0.1372114],"study_design_scores_gemma":[0.0003330421,0.0004912521,0.8713783,0.001414483,0.0008354753,0.0004333589,0.01242232,0.0114882,0.002631275,0.01827326,0.08005193,0.0002471285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.741648,0.03296893,0.01050361,0.04866869,0.001009982,0.0001203607,0.03009492,0.001312339,0.1336731],"genre_scores_gemma":[0.9878682,0.001765119,0.001477488,0.0009057439,0.0004550472,0.0000226508,0.004146029,0.0003549428,0.003004833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06519192,"threshold_uncertainty_score":0.1296249,"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."}}