{"id":"W3124635404","doi":"10.7282/t36w9dbs","title":"Assurance on XBRL-Related Documents: The Case of United Technologies Corporation","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Reporting and XBRL","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"XBRL; Business reporting; Accounting; Publication; Business; Corporation; Audit; Government (linguistics); Finance; Advertising","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":[0.00122418,0.0001170759,0.0001337944,0.0002436446,0.0003056413,0.0001023752,0.000198002,0.00007504587,0.000006496741],"category_scores_gemma":[0.0004943883,0.00007793717,0.0000690848,0.0007806113,0.00004919193,0.0004129772,0.00001915791,0.0008944218,0.00002443476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00012817,"about_ca_system_score_gemma":0.0001865973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002149013,"about_ca_topic_score_gemma":0.0004960997,"domain_scores_codex":[0.998634,0.00001337948,0.0003753844,0.0001208386,0.0001625151,0.0006938888],"domain_scores_gemma":[0.9988681,0.00003063872,0.0007460146,0.0001729331,0.0001785748,0.000003731883],"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":[0.0000669234,0.0001221693,0.0007157199,0.000009893995,0.00005560088,0.0001536879,0.00002166261,0.0002816321,0.0004116856,0.8513689,0.0007747869,0.1460174],"study_design_scores_gemma":[0.000805577,0.000248397,0.001425571,0.0001090728,0.00008088555,0.001415484,0.001918751,0.0009856307,0.0002670775,0.9786208,0.0139083,0.0002144171],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98771,0.0005956257,0.0004204936,0.004927552,0.0002185223,0.000161542,3.399515e-7,0.000134986,0.005830924],"genre_scores_gemma":[0.9988225,0.0003161044,0.00001127426,0.0002181979,0.0001498359,0.000002531586,0.000004193925,0.000008787822,0.0004666057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1458029,"threshold_uncertainty_score":0.3885867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007405611553172036,"score_gpt":0.2275252113481509,"score_spread":0.2201195997949789,"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."}}