{"id":"W2974050214","doi":"10.1108/aaaj-12-2018-3774","title":"Autobiographical vignettes in annual report CEO letters as a lens to understand how leadership is conceived and enacted","year":2019,"lang":"en","type":"article","venue":"Accounting Auditing & Accountability Journal","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Construct (python library); Vignette; Narrative; Reading (process); Identity (music); Psychology; Originality; Legitimacy; Value (mathematics); Control (management); Public relations; Social psychology; Political science; Management; Politics; Aesthetics; Linguistics; Computer science; Law; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002425655,0.0004763121,0.0005900847,0.0008382039,0.0006786508,0.00180946,0.0004566732,0.00015286,0.0007227762],"category_scores_gemma":[0.001556747,0.0004625249,0.0001562205,0.001566579,0.0002082102,0.003650974,0.0004589371,0.0007044834,0.0001638364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002124193,"about_ca_system_score_gemma":0.0000597984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000759776,"about_ca_topic_score_gemma":0.0003691617,"domain_scores_codex":[0.9964353,0.00004842641,0.0008144144,0.0008560942,0.0009335779,0.0009121631],"domain_scores_gemma":[0.997831,0.0003323087,0.0008244303,0.000360216,0.0006010729,0.00005092501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007986434,0.00007615455,0.9678487,0.0002569118,0.0001071949,0.00009638516,0.001200579,0.00005452259,0.001559352,0.0006533162,0.02762311,0.000443918],"study_design_scores_gemma":[0.00195698,0.00004458374,0.9269129,0.0005170572,0.0001439442,0.0001725993,0.03554852,0.0005978831,0.00006514016,0.002478818,0.03046961,0.00109194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593471,0.0001641564,0.0001632698,0.03499777,0.0005106252,0.0005807648,0.00000749317,0.00016068,0.004068101],"genre_scores_gemma":[0.9825423,0.00002717122,0.0002804528,0.01533848,0.001430198,0.000008312403,0.0000229861,0.00006137451,0.0002887357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04093576,"threshold_uncertainty_score":0.9997826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616899089168761,"score_gpt":0.2320717435049376,"score_spread":0.20590275261325,"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."}}