{"id":"W2506076523","doi":"10.18848/1447-9532/cgp/v07i02/39345","title":"The Limited Diversity of the Accounting Standard Boards of Canada and the United States","year":2007,"lang":"en","type":"article","venue":"The International Journal of Diversity in Organizations Communities and Nations Annual Review","topic":"Taxation and Legal Issues","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Accounting; Business; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001793401,0.00006612558,0.0001455765,0.0001604161,0.001390562,0.00008476765,0.0008178435,0.00001576068,0.00003261098],"category_scores_gemma":[0.001093365,0.00003271788,0.00003824347,0.0008533029,0.0003514749,0.000351157,0.001334541,0.0001799974,1.513279e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005250215,"about_ca_system_score_gemma":0.00007849324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2119972,"about_ca_topic_score_gemma":0.3073768,"domain_scores_codex":[0.9989612,0.00008027197,0.000359827,0.00003016551,0.0004957184,0.00007282343],"domain_scores_gemma":[0.9955954,0.0009351969,0.0007210649,0.0001259493,0.002614806,0.000007582053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003850896,0.0001688417,0.4209902,0.0004964034,0.0007033768,0.00000484667,0.03056139,0.001047865,0.000005386452,0.517256,0.02410526,0.004275335],"study_design_scores_gemma":[0.00287536,0.00003785225,0.3138208,0.002401978,0.000576223,0.0000293597,0.1661574,0.000869648,0.0000506536,0.004921672,0.5079887,0.0002703161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587801,0.005211784,0.0002120691,0.03321458,0.0003733576,0.0002810193,0.00008390994,0.000005901093,0.001837278],"genre_scores_gemma":[0.9858297,0.01226675,0.00001316009,0.001754994,0.00004501153,2.419647e-7,0.00001068479,0.000003206311,0.00007621733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5123343,"threshold_uncertainty_score":0.9999095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525777822280673,"score_gpt":0.2396682710948247,"score_spread":0.224410492872018,"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."}}