{"id":"W2514754775","doi":"","title":"Ranking Accounting-Education Authors from Four Countries: A 20-Year Study from 1993 Through 2012","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Accounting Education and Careers","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accounting; Benchmarking; Ranking (information retrieval); Publication; Distribution (mathematics); Political science; Geography; Library science; Business; Marketing; Computer science; Mathematics; 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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002677356,0.0003801698,0.0003889522,0.000284778,0.0007707254,0.001219827,0.0007823983,0.0001570811,0.0009009906],"category_scores_gemma":[0.0003508303,0.000361047,0.000175155,0.0005154053,0.00005499913,0.003085522,0.0001277854,0.001574427,0.00102324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006271458,"about_ca_system_score_gemma":0.001298802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007766061,"about_ca_topic_score_gemma":0.005011775,"domain_scores_codex":[0.9961882,0.00007901786,0.0006157423,0.000528269,0.0008181831,0.001770629],"domain_scores_gemma":[0.9980841,0.0001338694,0.0008066155,0.0004534522,0.0004883018,0.00003366686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003181964,0.001230203,0.7533469,0.00004988185,0.0009409966,0.000003688278,0.003301892,0.00009871604,0.0001805426,0.1549807,0.05181191,0.03373635],"study_design_scores_gemma":[0.003062612,0.00008736389,0.05460995,0.000162469,0.0006691762,0.00001704549,0.05321419,0.0005921577,0.000009024126,0.4286771,0.4578188,0.001080041],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778799,0.0009907173,0.006155275,0.002961535,0.003952393,0.0004239986,0.000005243696,0.000210646,0.007420221],"genre_scores_gemma":[0.9844354,0.0001260517,0.0001821678,0.003175454,0.01029802,0.00002896734,0.00009117567,0.00008707994,0.001575727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6987369,"threshold_uncertainty_score":0.9998841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083335010687825,"score_gpt":0.2425146341590166,"score_spread":0.2316812840521384,"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."}}