{"id":"W2272890376","doi":"","title":"Professional Insecurity, Accountant Identity and the Erosion of Accountancy's Jurisdictional Boundaries","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Accounting; Identity (music); Jurisdiction; Audit; Construct (python library); Political science; Independence (probability theory); Public relations; Sociology; Business; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00690086,0.0001534667,0.0002365574,0.001583825,0.01130001,0.007221036,0.000844306,0.001262104,0.001976767],"category_scores_gemma":[0.02048159,0.0002422508,0.0002052575,0.001013906,0.02103315,0.004267122,0.005897062,0.002571588,0.0001560972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007937108,"about_ca_system_score_gemma":0.006120872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05641486,"about_ca_topic_score_gemma":0.04445212,"domain_scores_codex":[0.9934459,0.00282634,0.0002953456,0.0003540505,0.001552794,0.001525423],"domain_scores_gemma":[0.9798386,0.005788812,0.007661795,0.0009044726,0.002163056,0.003643311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001704395,0.0001082118,0.2055231,0.00004260362,0.00001872157,0.000961724,0.7180081,0.0003015545,0.00100473,0.04560837,0.001012978,0.02723948],"study_design_scores_gemma":[0.00001105147,0.0001138507,0.2483472,0.000149383,0.00001319167,0.001124568,0.7145731,0.0008245903,0.0004167072,0.01638639,0.01796796,0.00007201665],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873008,0.0003044707,0.0005732691,0.002547126,0.00001328655,0.000004617067,0.00000377021,0.000004064713,0.009248628],"genre_scores_gemma":[0.9996434,0.00005272605,0.0000432634,0.00004631179,0.000002189938,9.385774e-7,0.0000016065,6.595842e-7,0.0002089168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05641486,"threshold_uncertainty_score":0.112173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005686419413186805,"score_gpt":0.2208259286285455,"score_spread":0.2151395092153587,"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."}}