{"id":"W4392934987","doi":"10.5539/hes.v14n2p62","title":"The Application of Digital Transformation in Accounting Education: A Case Study of Internet + Technology Improving Academic Performance","year":2024,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Scope (computer science); Educational technology; Information technology; Mathematics education; Computer science; Accounting; Medical education; Psychology; Knowledge management; Business; Medicine; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002389631,0.000338694,0.0002635361,0.001321754,0.002654604,0.003178621,0.001031934,0.001371362,0.001930187],"category_scores_gemma":[0.004982795,0.0001917431,0.000384411,0.001814796,0.001613024,0.002108662,0.002191947,0.001171237,0.0003582549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604172,"about_ca_system_score_gemma":0.001516648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002483028,"about_ca_topic_score_gemma":0.006306145,"domain_scores_codex":[0.9973482,0.001560402,0.00009995647,0.0001201949,0.0004659253,0.0004052235],"domain_scores_gemma":[0.9969194,0.001714855,0.0003734975,0.0002186544,0.0002788851,0.000494707],"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":[0.000430172,0.008979458,0.1485693,0.001281793,0.00009816065,0.07622899,0.3314212,0.005189159,0.009859112,0.02076439,0.004770637,0.3924078],"study_design_scores_gemma":[0.0001200749,0.004541683,0.1449746,0.0008811766,0.0002166145,0.03396649,0.6363497,0.01663927,0.02668651,0.003939311,0.131455,0.0002295299],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885672,0.0002644521,0.00126917,0.0006191763,0.0000194971,0.00005793744,0.00001350527,0.00001355494,0.00917555],"genre_scores_gemma":[0.9938762,0.0007521939,0.002028842,0.0001084407,0.00002296181,0.00002435686,0.00001330561,0.000006536831,0.003167143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003178621,"threshold_uncertainty_score":0.01263767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08791489487341157,"score_gpt":0.4357409940199194,"score_spread":0.3478260991465079,"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."}}