{"id":"W2467368176","doi":"10.1002/cjas.1392","title":"Protect, profit, profess, promote: Establishing legitimacy through logics of diversity in Canadian accounting firm recruitment documents","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Carleton University","funders":"","keywords":"Legitimacy; Diversity (politics); Accounting; Diversity management; Impression management; Profit (economics); Business; Institutional theory; Public relations; Political science; Economics; Sociology; Management; Law; Social science; Microeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01123656,0.0002061351,0.0002591345,0.005427335,0.01358147,0.009905698,0.0008630477,0.0007908609,0.00446233],"category_scores_gemma":[0.04174011,0.0002188737,0.0002026928,0.003923992,0.01255317,0.002924794,0.005034582,0.001039397,0.0001930237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04075447,"about_ca_system_score_gemma":0.04736329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6299365,"about_ca_topic_score_gemma":0.7634275,"domain_scores_codex":[0.9919696,0.002723344,0.0003037422,0.0004208625,0.003392783,0.001189592],"domain_scores_gemma":[0.9646006,0.01891734,0.005828322,0.001645886,0.005756614,0.003251137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002287257,0.0001574411,0.261108,0.0003802726,0.00003571937,0.0009240803,0.4702312,0.0005240297,0.004045557,0.08861682,0.005889718,0.1678584],"study_design_scores_gemma":[0.00004154954,0.0001000963,0.4695629,0.0007275233,0.00006972467,0.0003403692,0.4089655,0.002035747,0.002337176,0.02046945,0.09518111,0.0001688151],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9272754,0.0003264479,0.001993502,0.003076853,0.00002737708,0.0001276888,0.0001189651,0.00003731704,0.06701647],"genre_scores_gemma":[0.9979951,0.00006522498,0.000574353,0.0001263804,0.000006567378,0.00001395678,0.0000197411,0.000004550908,0.001194124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3700635,"threshold_uncertainty_score":0.7444857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.393836658362394,"score_gpt":0.3959662175426631,"score_spread":0.002129559180269136,"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."}}