{"id":"W2952454241","doi":"10.1108/aaaj-06-2016-2594","title":"Do sources of occupational community impact corporate internal control? The case of CFOs in the high-tech industry","year":2019,"lang":"en","type":"article","venue":"Accounting Auditing & Accountability Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Credential; Accounting; Business; Control (management); Officer; Quality (philosophy); Audit; High tech; Chief executive officer; Sample (material); Marketing; Public relations; Management; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006118256,0.0002509716,0.0003622009,0.003300477,0.004806428,0.005231498,0.001230499,0.0008792016,0.004154892],"category_scores_gemma":[0.02082077,0.0002358944,0.0003328349,0.002259105,0.005698875,0.002796257,0.006188129,0.001048533,0.0001337789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003515089,"about_ca_system_score_gemma":0.003250124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02783678,"about_ca_topic_score_gemma":0.03820256,"domain_scores_codex":[0.9932905,0.003492794,0.0002347826,0.000487463,0.001061011,0.001433313],"domain_scores_gemma":[0.9685695,0.01632156,0.008110262,0.001529865,0.001491478,0.00397734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001549117,0.0004327245,0.8844671,0.00005915405,0.00005620926,0.0009914089,0.07454856,0.0001695784,0.0002870293,0.006807716,0.0002930532,0.03173253],"study_design_scores_gemma":[0.00002817326,0.0001392742,0.7891109,0.0001767613,0.00004711542,0.0003423631,0.2036664,0.0007746259,0.0002593471,0.003428256,0.002003614,0.00002322108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948624,0.0001606302,0.0001266766,0.0005290725,0.000005245003,0.00001134756,0.00001143105,0.000001747167,0.004291454],"genre_scores_gemma":[0.9997942,0.00003577504,0.00002835853,0.00002202376,0.00000398126,0.000002631352,0.000005530047,6.636869e-7,0.0001069531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02783678,"threshold_uncertainty_score":0.05534947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03680152664787077,"score_gpt":0.2818133839988202,"score_spread":0.2450118573509494,"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."}}