{"id":"W2135152812","doi":"10.5430/jbar.v1n1p43","title":"Accounting as a Choice of Academic Program","year":2012,"lang":"en","type":"article","venue":"Journal of Business Administration Research","topic":"Accounting Education and Careers","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Teknologi MARA","keywords":"Accounting; Theory of reasoned action; Psychology; Norm (philosophy); Medical education; Social psychology; Business; Political science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003708755,0.0001319296,0.0002478657,0.0008300956,0.0001898695,0.0002951777,0.0004728488,0.0001396189,0.0004132087],"category_scores_gemma":[0.003447749,0.0001145717,0.00009347831,0.002014835,0.0001500407,0.003281245,0.0001009244,0.0006538907,0.000122957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006202436,"about_ca_system_score_gemma":0.0005318165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001206338,"about_ca_topic_score_gemma":0.00001070381,"domain_scores_codex":[0.9972703,0.00003861682,0.0007527029,0.0001237633,0.001362277,0.000452265],"domain_scores_gemma":[0.9942088,0.0002034227,0.0009741875,0.0001837777,0.004383209,0.00004661196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004965222,0.002170318,0.8081145,0.001596826,0.0001299542,0.00001693153,0.0005010031,0.00005118612,0.00999365,0.03615399,0.05501108,0.08576407],"study_design_scores_gemma":[0.0009031891,0.0001048412,0.6288404,0.0003926807,0.00008241396,0.00007714026,0.00332866,0.0002080181,0.001218851,0.001325125,0.3632123,0.0003063812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802293,0.0003193815,0.00009312751,0.003879214,0.0009334767,0.0002795475,6.350374e-7,0.00003164969,0.01423363],"genre_scores_gemma":[0.9940658,0.00003192348,0.0003049008,0.0003336217,0.004923229,0.00001576972,0.0000084165,0.00002443288,0.0002919275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3082012,"threshold_uncertainty_score":0.4672099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1230195231444884,"score_gpt":0.4328131572965936,"score_spread":0.3097936341521053,"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."}}