{"id":"W2005765884","doi":"10.5539/hes.v4n5p47","title":"Quality Assurance of Non-Local Accounting Programs Conducted in Hong Kong","year":2014,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Accounting Education and Careers","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality assurance; Accounting; Higher education; Business; Quality (philosophy); Government (linguistics); Local government; Political science; Public administration; Marketing","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":[0.008036715,0.000210143,0.0002268499,0.001821433,0.001708398,0.001324316,0.0008152371,0.0001912596,0.002500976],"category_scores_gemma":[0.01632606,0.0002460231,0.0002263405,0.001811993,0.001067742,0.0007274582,0.001362094,0.0005100775,0.0003735256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004781821,"about_ca_system_score_gemma":0.01420055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1065993,"about_ca_topic_score_gemma":0.1402649,"domain_scores_codex":[0.9956002,0.002088506,0.0004077318,0.0002859661,0.0008500771,0.0007675757],"domain_scores_gemma":[0.9624586,0.006684717,0.01012222,0.00298408,0.01235019,0.005400241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005245068,0.0007631754,0.7926546,0.0006006192,0.00005320869,0.0004892061,0.02460969,0.0006695186,0.002401272,0.0007763535,0.003068108,0.1733896],"study_design_scores_gemma":[0.000014736,0.0004228145,0.9755058,0.0001278097,0.00002054885,0.0001127171,0.01627909,0.0002868781,0.001102645,0.00004296633,0.006062034,0.00002187281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943352,0.0003757426,0.0005074788,0.0003770063,0.00002649769,0.0001981269,0.0001549541,0.00005074151,0.003974076],"genre_scores_gemma":[0.9951643,0.0003326696,0.0006741106,0.0001084704,0.00001078123,0.00006787419,0.0001277191,0.00001033662,0.003503703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1065993,"threshold_uncertainty_score":0.2119576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05212874567264683,"score_gpt":0.3419810729332798,"score_spread":0.289852327260633,"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."}}