{"id":"W4255831988","doi":"10.4018/978-1-4666-6268-1.ch072","title":"XBRL","year":2014,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Financial Reporting and XBRL","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"XBRL; Business reporting; Audit; Accounting; Business; Knowledge management; Reliability (semiconductor); Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002116699,0.0004198113,0.0004707578,0.00009187262,0.0001528823,0.0002554892,0.0003157155,0.0003802585,0.0001350427],"category_scores_gemma":[0.000108914,0.0004079148,0.0002759926,0.00002155615,0.00007462486,0.00007261524,0.0002389087,0.0002530627,0.004291594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007908006,"about_ca_system_score_gemma":0.0000687415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003919099,"about_ca_topic_score_gemma":0.0002009171,"domain_scores_codex":[0.9982686,0.000001761368,0.0004851182,0.0004739577,0.000403013,0.0003675417],"domain_scores_gemma":[0.9986498,0.00001280207,0.000645787,0.0004844724,0.0001851021,0.00002197423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001166039,0.000002989275,0.00007586437,0.00007951373,0.00002802439,0.00007214943,0.000001584969,9.164756e-7,0.000002617157,0.9389355,0.03852534,0.02226384],"study_design_scores_gemma":[0.0001099199,0.000006043707,0.00009125379,0.0001289693,0.00007553555,0.000007368687,8.568633e-7,0.0000149282,0.000001284439,0.3719555,0.6272947,0.0003135582],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002710329,0.000104832,0.0001341692,0.0001011354,0.001328475,0.0001885393,0.000007544094,0.0003541772,0.9975101],"genre_scores_gemma":[0.2702419,0.000001269524,0.00008850581,0.004398905,0.007616214,0.0000113878,0.00001514718,0.000108888,0.7175178],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5887694,"threshold_uncertainty_score":0.9998373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611304495563829,"score_gpt":0.2188345118251794,"score_spread":0.2027214668695411,"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."}}