{"id":"W2164118927","doi":"10.1111/j.1540-4609.2011.00322.x","title":"Teaching Cases in a Virtual Environment: When the Traditional Case Classroom is Problematic","year":2011,"lang":"en","type":"article","venue":"Decision Sciences Journal of Innovative Education","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Class (philosophy); Set (abstract data type); Computer science; Scholarship; Exploratory research; Virtual world; Mathematics education; Teaching method; Metaverse; Distance education; Instructional simulation; Multimedia; Virtual reality; Sociology; Psychology; Human–computer interaction","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":[0.00471455,0.0001214561,0.0001398876,0.0009395131,0.0003690275,0.0002373363,0.0003977018,0.00003028885,0.0007891659],"category_scores_gemma":[0.0009946662,0.00007923302,0.00004507399,0.0009932261,0.0001570851,0.002149043,0.00007082079,0.0002378131,0.0000382285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007637346,"about_ca_system_score_gemma":0.0001773635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001684774,"about_ca_topic_score_gemma":0.00002367531,"domain_scores_codex":[0.9983683,0.00005436311,0.0006799919,0.0001846482,0.0005562127,0.000156535],"domain_scores_gemma":[0.9981916,0.0003958124,0.0009554978,0.0001323919,0.0003127902,0.00001192042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002128734,0.002217175,0.06427472,0.0001046031,0.00005363703,0.0001246323,0.01901225,0.00008465281,0.0002421271,0.3098169,0.1214692,0.4823872],"study_design_scores_gemma":[0.001270943,0.0004109034,0.1810914,0.001086753,0.00009007016,0.001580762,0.08378196,0.002435325,0.0001063398,0.6692686,0.05820724,0.0006696982],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745986,0.00004857319,0.00486693,0.003306802,0.001058473,0.00025717,7.56871e-7,0.000006576038,0.01585613],"genre_scores_gemma":[0.9910152,0.000005519239,0.006432827,0.001775482,0.0005687251,0.00001577123,0.000002381367,0.000006893777,0.0001771948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4817175,"threshold_uncertainty_score":0.8640813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09991040404051627,"score_gpt":0.2994158759110937,"score_spread":0.1995054718705774,"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."}}