{"id":"W4409993574","doi":"10.5465/amle.2023.0458","title":"Do Business Schools Walk the Talk? A Critical Examination of Espoused Values and Reputational Façades","year":2025,"lang":"en","type":"article","venue":"Academy of Management Learning and Education","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Business; Sociology; Public relations; Management; Economics; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00935788,0.0002008034,0.0003731823,0.005675995,0.01015109,0.0122727,0.0009734004,0.002099713,0.002974275],"category_scores_gemma":[0.02657117,0.0003279268,0.0002531646,0.005209971,0.02281387,0.01210409,0.004076136,0.003816297,0.0002642802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00435517,"about_ca_system_score_gemma":0.003951008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009975499,"about_ca_topic_score_gemma":0.01881831,"domain_scores_codex":[0.9943857,0.003432705,0.0001739434,0.0004325605,0.0006788675,0.0008962854],"domain_scores_gemma":[0.9742703,0.01611752,0.003953729,0.001347851,0.002746672,0.001563956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007600668,0.0000988942,0.149125,0.0001897786,0.00002948517,0.0007272899,0.5999187,0.0001892969,0.0002946075,0.1927585,0.003556046,0.05303633],"study_design_scores_gemma":[0.000007722042,0.00005251334,0.1168324,0.0003529348,0.00001650163,0.0002134725,0.8333137,0.0002943444,0.0002143146,0.02185774,0.02680825,0.00003612092],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9163721,0.00173332,0.002282415,0.02401849,0.000109195,0.00002916392,0.00006387651,0.00001632811,0.05537515],"genre_scores_gemma":[0.998541,0.0003887139,0.0001958829,0.0003569437,0.00001704346,0.000005137741,0.000008734759,0.000004502388,0.0004820813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9898489,"threshold_uncertainty_score":0.0494898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145394778642275,"score_gpt":0.2876892222496926,"score_spread":0.2731497443854651,"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."}}