{"id":"W2482602090","doi":"10.1017/cbo9781139012119.006","title":"Evaluating new and innovative models of management education","year":2013,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Management; Sociology; Investment (military); Engineering ethics; Political science; Library science; Engineering; Computer science; Economics; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04436825,0.001330191,0.001120386,0.008549389,0.002267929,0.01539907,0.003981303,0.003382606,0.006633913],"category_scores_gemma":[0.07086475,0.0004443804,0.00119576,0.007048094,0.01308763,0.01975989,0.006234162,0.004032099,0.0005930996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03243535,"about_ca_system_score_gemma":0.009650518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00786,"about_ca_topic_score_gemma":0.01302686,"domain_scores_codex":[0.9463181,0.03708964,0.001297391,0.001465941,0.01270258,0.001126263],"domain_scores_gemma":[0.8763936,0.1026927,0.004096911,0.005377694,0.009869423,0.001569567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002172137,0.0003819283,0.004091435,0.0009802881,0.0001254097,0.00006274415,0.003878875,0.01032603,0.0001968815,0.8973538,0.004183911,0.07820142],"study_design_scores_gemma":[0.0003848877,0.001811761,0.009185351,0.006141475,0.0004575652,0.0001754026,0.03295822,0.08064884,0.001598267,0.7578079,0.1085994,0.0002308413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2598285,0.05998713,0.09552235,0.07587306,0.002941434,0.001929398,0.0006304209,0.0003552605,0.5029324],"genre_scores_gemma":[0.8887524,0.02179143,0.07823277,0.002768637,0.0004943347,0.001355127,0.0004038542,0.0001259219,0.006075474],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04436825,"threshold_uncertainty_score":0.2353361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04542258224141195,"score_gpt":0.2372235585012387,"score_spread":0.1918009762598267,"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."}}