{"id":"W2261070155","doi":"","title":"Development of an Introductory Financial Accounting Text in Print-based and Electronic Multimedia Environments","year":2000,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Financial Reporting and XBRL","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Accounting; Computer science; Multimedia; Electronic publishing; World Wide Web; Business; The Internet","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":[0.0002999493,0.0001747753,0.0002368218,0.000709119,0.0001001916,0.00003009638,0.000168744,0.000120766,0.0003988637],"category_scores_gemma":[0.0005127561,0.0001763685,0.0000135222,0.0004752333,0.0002481826,0.0002214816,0.00004712768,0.0003106979,0.00004018201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005203301,"about_ca_system_score_gemma":0.0004676974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004474442,"about_ca_topic_score_gemma":0.00108073,"domain_scores_codex":[0.9986414,0.000007877836,0.0004062976,0.0003948025,0.0002108249,0.0003388411],"domain_scores_gemma":[0.9994606,0.00008468136,0.0002052072,0.0001749005,0.00005191369,0.00002270779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001118231,0.0008695811,0.1374411,0.0001092926,0.0000169098,0.000008574008,0.0005969577,0.000008535751,0.00508295,0.1516398,0.0001565366,0.7039579],"study_design_scores_gemma":[0.001444958,0.00005107424,0.7495726,0.0002361921,0.00002871503,0.000004839094,0.00009384169,0.002054163,0.003271134,0.224433,0.01820867,0.0006008582],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813572,0.000108055,0.000006896909,0.01733331,0.000273234,0.0001663167,0.000001004722,0.0000344655,0.0007194913],"genre_scores_gemma":[0.9973853,0.00002791363,0.001591171,0.0002262112,0.0004590297,0.00008244416,0.00004497607,0.0000131218,0.0001698214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.703357,"threshold_uncertainty_score":0.71921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.011173488098347,"score_gpt":0.2203779978515935,"score_spread":0.2092045097532465,"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."}}