{"id":"W2155283276","doi":"10.5539/ass.v7n7p235","title":"Problems and Countermeasures in the Teaching of College Accounting Computerization","year":2011,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Education and Work Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Course (navigation); Computer science; Accounting; Mathematics education; Software; Mode (computer interface); Power (physics); Teaching method; Engineering management; Psychology; Engineering; Business; Human–computer interaction; Operating system","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":[0.01303711,0.0006811384,0.0004864272,0.003514181,0.002906612,0.005154456,0.002152869,0.002550385,0.002260954],"category_scores_gemma":[0.0539417,0.0004844089,0.0005432992,0.00313472,0.003574917,0.003926571,0.002741514,0.003381507,0.000283506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005937173,"about_ca_system_score_gemma":0.008296595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00374912,"about_ca_topic_score_gemma":0.004181257,"domain_scores_codex":[0.9733486,0.01550089,0.001306623,0.001682768,0.006509232,0.001652007],"domain_scores_gemma":[0.9578101,0.02246102,0.008853413,0.002694536,0.005771799,0.002409169],"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":[0.0006901816,0.003466484,0.1658864,0.001351652,0.0002081265,0.0009767797,0.02650645,0.005470422,0.0058521,0.09436255,0.0119443,0.6832846],"study_design_scores_gemma":[0.0008433531,0.004861447,0.4282004,0.005786033,0.0008468182,0.003349775,0.190801,0.06879568,0.03317577,0.1399672,0.1228524,0.0005201892],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8234728,0.01002878,0.03868658,0.08217555,0.001217682,0.0009057677,0.00007900732,0.0007974466,0.04263635],"genre_scores_gemma":[0.9813738,0.00152447,0.01302848,0.001354413,0.0002591043,0.0002286153,0.00003005764,0.00004018441,0.002160779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01303711,"threshold_uncertainty_score":0.06894767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03380296704104934,"score_gpt":0.3072203516921648,"score_spread":0.2734173846511155,"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."}}