{"id":"W4310231298","doi":"10.35564/jmbe.2023.0002","title":"AACSB-ACCREDITATION BENEFITS AS PREDICTOR OF FACULTY ATTITUDE TOWARD THE ACCREDITATION PROCESS: AN EXPLORATORY STUDY","year":2022,"lang":"en","type":"article","venue":"Journal of Management and Business Education","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Accreditation; Psychology; Medical education; Exploratory research; Positive attitude; Positive relationship; Test (biology); Social psychology; Medicine; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.001896944,0.0001921222,0.0002234012,0.0007050048,0.0003903183,0.0002791739,0.0004676904,0.000027276,0.0001713014],"category_scores_gemma":[0.0001599422,0.00015497,0.00005393697,0.001078695,0.00004200124,0.002526813,0.0002170007,0.0001588096,0.000006075804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006900788,"about_ca_system_score_gemma":0.0001578256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007983895,"about_ca_topic_score_gemma":0.00002270121,"domain_scores_codex":[0.9979981,0.00008322471,0.0006374801,0.0002438046,0.0008709813,0.0001663944],"domain_scores_gemma":[0.9973158,0.0000414042,0.001362051,0.0002265818,0.001032336,0.00002177406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002716678,0.01722674,0.4170665,0.006172653,0.001217824,0.0000203107,0.04859875,0.01038568,0.0001771154,0.03528919,0.1902464,0.2708821],"study_design_scores_gemma":[0.00151028,0.0002000405,0.779866,0.000134726,0.0007640448,0.000007465635,0.1782567,0.0004261416,0.00000805646,0.004962586,0.03354619,0.0003178331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915371,0.0002804207,0.0001406174,0.00277414,0.002486363,0.0009259574,0.000002729378,0.00003305357,0.001819642],"genre_scores_gemma":[0.9970779,0.00006908115,0.00015824,0.00050019,0.001566913,0.0001800077,0.0001421549,0.00002522093,0.0002802318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3627995,"threshold_uncertainty_score":0.6319492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537654885057983,"score_gpt":0.2910454525498715,"score_spread":0.2556689036992917,"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."}}