{"id":"W3125018233","doi":"10.2308/iace-50144","title":"The Effect of Business Process Representation Type on Assessment of Business and Control Risks: Diagrams versus Narratives","year":2012,"lang":"en","type":"article","venue":"Issues in Accounting Education","topic":"Software Engineering Research","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Diagrammatic reasoning; Representation (politics); Narrative; Control (management); Affect (linguistics); Process (computing); Task (project management); Computer science; Perception; Psychology; Accounting; Business; Artificial intelligence; Political science; Management; Economics; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001178161,0.00008698543,0.0001426877,0.0001261509,0.00005910168,0.00007561236,0.0002793624,0.00003770697,0.000001245519],"category_scores_gemma":[0.003056291,0.00006390024,0.00001059606,0.0009765184,0.00005744259,0.0005256074,0.00004404554,0.00009441967,0.000001139418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005111879,"about_ca_system_score_gemma":0.000108643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001905058,"about_ca_topic_score_gemma":0.000006417376,"domain_scores_codex":[0.9990442,0.0001446824,0.0001889687,0.0001550581,0.0003050609,0.0001620027],"domain_scores_gemma":[0.9972112,0.001901222,0.0001507915,0.0002881785,0.0004276603,0.00002100647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007247317,0.0001095672,0.9474631,0.0002340961,0.00001660944,1.064218e-7,0.002685557,0.001511087,0.0006457318,0.000587605,0.00004313534,0.04663095],"study_design_scores_gemma":[0.0003916167,0.00009490825,0.9944978,0.0001340301,0.000004756155,6.338225e-7,0.0002505135,0.00182901,0.002565305,0.00009023841,0.00007578868,0.00006535119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912199,0.0008304617,0.005831778,0.0003246584,0.001376595,0.0003107056,3.313352e-7,0.00002814804,0.00007735797],"genre_scores_gemma":[0.9987891,0.00005348248,0.0009358205,0.000003009125,0.0001365067,0.00006189917,0.000002904864,0.000007566924,0.000009756319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04703477,"threshold_uncertainty_score":0.3658887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02492923105891836,"score_gpt":0.4041611949646197,"score_spread":0.3792319639057013,"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."}}