{"id":"W2946297226","doi":"","title":"Improving Student Cognition in Management Classes. What role for Simulations","year":2019,"lang":"en","type":"article","venue":"Developments in Business Simulation and Experiential Learning: Proceedings of the Annual ABSEL conference","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Institution; Business management; Work (physics); Knowledge management; Face (sociological concept); Computer science; Cognition; Management science; Process management; Psychology; Sociology; Business; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0003165262,0.0001896617,0.0002315729,0.0004032897,0.0001585488,0.0005364666,0.0002088123,0.0000700915,0.00008504697],"category_scores_gemma":[0.0001168784,0.0001688452,0.00003421195,0.0006555165,0.00003832833,0.003216665,0.0002423805,0.0001095074,0.000009273459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005398354,"about_ca_system_score_gemma":0.00002855267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007903325,"about_ca_topic_score_gemma":0.00002363431,"domain_scores_codex":[0.9985164,0.000007155119,0.0005482575,0.0003367733,0.0003301648,0.0002612771],"domain_scores_gemma":[0.9987066,0.00004279557,0.0004421133,0.00006674431,0.0007274708,0.0000142551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005485241,0.0004458255,0.8552973,0.002425341,0.00008357095,7.831149e-7,0.01751969,0.06961656,0.00725189,0.02534744,0.00007824616,0.02138484],"study_design_scores_gemma":[0.00438228,0.00002629522,0.8051524,0.0009455307,0.00003675729,7.056332e-7,0.07944063,0.09099697,0.0003138419,0.000685668,0.01750574,0.0005132426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995545,0.00002027065,0.00026765,0.0001649339,0.0004982612,0.001239861,0.000003014792,0.00003313218,0.002227906],"genre_scores_gemma":[0.9989765,0.00001398415,0.0001926048,0.0001593368,0.00005439914,0.00004876015,0.00003855656,0.00002057192,0.0004953218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06192094,"threshold_uncertainty_score":0.6885309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02132534441357624,"score_gpt":0.2894593637865323,"score_spread":0.268134019372956,"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."}}