{"id":"W4322624147","doi":"10.2308/issues-2022-089","title":"Diversity, Equity, and Social Justice in Accounting Education","year":2023,"lang":"en","type":"article","venue":"Issues in Accounting Education","topic":"Accounting Education and Careers","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Equity (law); Social justice; Sociology; Diversity (politics); Socioeconomic status; Ethnic group; Gender studies; Just society; Economic Justice; Salient; Criminology; Political science; Law; Demography; Politics; Anthropology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001888995,0.0002810053,0.0002832777,0.001657233,0.0009389818,0.0009345363,0.000612692,0.0001927561,0.0001196946],"category_scores_gemma":[0.0006185797,0.0003394406,0.00005588791,0.002330418,0.00008711596,0.002837805,0.003484563,0.0003476684,0.0004317101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002746713,"about_ca_system_score_gemma":0.0003347476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005586339,"about_ca_topic_score_gemma":0.001145563,"domain_scores_codex":[0.9977053,0.00002764127,0.0005053408,0.0005748637,0.0006159789,0.0005708164],"domain_scores_gemma":[0.9988968,0.00009971703,0.0003823123,0.0002488198,0.0003552477,0.00001712881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000213572,0.0004404736,0.7744524,0.001147677,0.00001001678,0.000002260113,0.005468149,0.00003680901,0.0001653511,0.0230709,0.09298987,0.1021947],"study_design_scores_gemma":[0.0004999377,0.000004231059,0.8176525,0.0003424901,0.00008380593,0.000003401939,0.02960135,0.001295246,0.00001229156,0.02495753,0.1248905,0.0006566904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.946139,0.000242639,0.000005610266,0.0111717,0.004668303,0.000391274,0.000001246765,0.0003086163,0.03707163],"genre_scores_gemma":[0.9872854,0.00005446145,0.0001230185,0.006550543,0.004369429,0.00008369818,0.0001478197,0.00005045177,0.00133519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.101538,"threshold_uncertainty_score":0.9999058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03215303922414903,"score_gpt":0.3372488140989327,"score_spread":0.3050957748747837,"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."}}