{"id":"W2170644172","doi":"10.1111/j.1467-629x.2007.00234.x","title":"Global ranking of accounting programmes and the elite effect in accounting research","year":2007,"lang":"en","type":"article","venue":"Accounting and Finance","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Elite; Accounting; Ranking (information retrieval); Order (exchange); Political science; Business; Finance; Computer science","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01538112,0.0003717729,0.00059473,0.0003949453,0.0007234729,0.0008172194,0.0005887017,0.0001541453,0.000006712008],"category_scores_gemma":[0.01169126,0.0003018894,0.00009384434,0.002365408,0.0007100197,0.001676737,0.001025845,0.0006524171,0.00001744599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007380826,"about_ca_system_score_gemma":0.00002601411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004753563,"about_ca_topic_score_gemma":0.0008219458,"domain_scores_codex":[0.9963033,0.00006748973,0.0008325549,0.0007530769,0.0008777364,0.001165833],"domain_scores_gemma":[0.9927297,0.001011348,0.00548695,0.0004117486,0.0003483363,0.00001188081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001978254,0.00002531101,0.60478,0.0004337905,0.00001833501,0.00001612031,0.0002048998,0.00004901319,0.00005192163,0.02655392,0.0001506861,0.3675182],"study_design_scores_gemma":[0.004177225,0.00002605198,0.9195014,0.001445008,0.00006921664,0.00001015338,0.0008424348,0.0053337,0.00005858032,0.009495456,0.05845599,0.0005847935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829272,0.002886914,0.003422471,0.0005242431,0.0002355162,0.0008129237,0.000001646857,0.00009979991,0.00908928],"genre_scores_gemma":[0.9977197,0.0003625071,0.0003853121,0.0005506928,0.0008028935,0.00004671339,0.000004211473,0.00004429552,0.00008367383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3669334,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009879852002570699,"score_gpt":0.2656812170248747,"score_spread":0.255801365022304,"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."}}