{"id":"W4408119897","doi":"10.1016/j.ijme.2025.101150","title":"Innovations in the case method of teaching management, 2000–2024: A scoping review","year":2025,"lang":"en","type":"review","venue":"The International Journal of Management Education","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Process management; Business; Knowledge management","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":[],"consensus_categories":[],"category_scores_codex":[0.02751151,0.001335399,0.002521317,0.02664912,0.001267882,0.004338284,0.002439241,0.004059081,0.002861161],"category_scores_gemma":[0.06583906,0.001488562,0.002611158,0.03134468,0.003037978,0.00737454,0.002267818,0.002924889,0.001039947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009637775,"about_ca_system_score_gemma":0.02315442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01207377,"about_ca_topic_score_gemma":0.01853348,"domain_scores_codex":[0.9810495,0.007355629,0.004405534,0.001429367,0.005467597,0.0002924365],"domain_scores_gemma":[0.9432949,0.04028381,0.004323981,0.00155479,0.01014765,0.000394839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008293883,0.00008495653,0.0005141427,0.1696763,0.0003480485,0.0002584536,0.001756114,0.0005606929,0.0008189049,0.0181418,0.01663475,0.7911228],"study_design_scores_gemma":[0.00002674837,0.00009696247,0.002201954,0.4235834,0.000697335,0.0006461625,0.001368163,0.0003617632,0.0006361117,0.006152108,0.5641717,0.00005749495],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003471576,0.9936506,0.001615304,0.00166639,0.0005126526,0.000289229,0.00006774246,0.00001494098,0.001836015],"genre_scores_gemma":[0.004632318,0.988303,0.004526906,0.000966476,0.0001609003,0.0005587038,0.0001570755,0.00001432943,0.0006803686],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02751151,"threshold_uncertainty_score":0.1454965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04457316598982288,"score_gpt":0.4180443084232297,"score_spread":0.3734711424334068,"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."}}