{"id":"W2950928196","doi":"10.5430/ijba.v10n4p30","title":"Determinants of Accounting Students’ Competency: Kuwait University","year":2019,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Organizational and Employee Performance","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accounting; Accreditation; Excellence; Psychology; Medical education; 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":[0.0001949701,0.00006789523,0.0001322789,0.0001747726,0.00002791311,0.00008509439,0.001076318,0.00003131894,0.00003817747],"category_scores_gemma":[0.00004143823,0.00006425536,0.00004297871,0.0002886015,0.00002076637,0.001349025,0.0001220003,0.00006354129,0.00001926712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005127346,"about_ca_system_score_gemma":0.000393138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007062461,"about_ca_topic_score_gemma":0.000005785957,"domain_scores_codex":[0.998822,0.00001745129,0.0003461106,0.0000957914,0.0006473103,0.000071316],"domain_scores_gemma":[0.9977135,0.00003827108,0.000560069,0.0001013706,0.001557398,0.00002936989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007382254,0.0001880693,0.9851774,0.00002480842,0.00004145204,0.0000560665,0.0001543809,0.000536402,0.002862788,0.007319464,0.00005167068,0.003513691],"study_design_scores_gemma":[0.0006290483,0.0001145493,0.9885671,0.0001208811,0.000008186846,0.0002012329,0.00004252719,0.003227392,0.005716425,0.0005009134,0.0007759724,0.00009580363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760122,0.00001056614,0.02202141,0.0004989815,0.001143875,0.00003949142,0.000003114604,0.000008534982,0.0002618851],"genre_scores_gemma":[0.9956277,0.00002726108,0.00402789,0.00004743857,0.0001209773,6.52207e-8,0.000002721067,0.000003665391,0.0001422898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01961555,"threshold_uncertainty_score":0.2620257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00954455834337751,"score_gpt":0.2491213714393361,"score_spread":0.2395768130959586,"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."}}