{"id":"W4408904273","doi":"10.4324/9781003612612","title":"Management Education in Canada","year":2025,"lang":"en","type":"book","venue":"","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","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":[0.000530418,0.0004506776,0.0003572013,0.001934736,0.008697979,0.005214797,0.0009328342,0.0018756,0.08236829],"category_scores_gemma":[0.00111317,0.0004185506,0.0003661814,0.003762279,0.0008760468,0.001101552,0.001382882,0.001937806,0.009540785],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07085413,"about_ca_system_score_gemma":0.1741584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9910488,"about_ca_topic_score_gemma":0.9977862,"domain_scores_codex":[0.9990269,0.00004110051,0.0000196173,0.00007097956,0.0004092967,0.0004321003],"domain_scores_gemma":[0.999007,0.00003668718,0.00001658517,0.00001664849,0.0005012978,0.0004218039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002495305,0.00004039125,0.001730784,0.0001145744,0.000004620915,0.0001212019,0.0005446431,0.0002712944,0.000135878,0.03331833,0.8629638,0.1007297],"study_design_scores_gemma":[0.000005524687,0.00000645729,0.005596343,0.0001336882,0.000004025464,0.0000237354,0.000749716,0.0001575445,0.00006979875,0.0008492001,0.9923963,0.000007648845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0113931,0.02574204,0.000341371,0.03461769,0.003658737,0.0000915898,0.003102342,0.0002408237,0.9208124],"genre_scores_gemma":[0.01647944,0.004309331,0.0002204758,0.0012961,0.00007791536,0.0000141967,0.0004482865,0.00003302954,0.9771213],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9291459,"threshold_uncertainty_score":0.5140851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00422247009776298,"score_gpt":0.1935950194645694,"score_spread":0.1893725493668064,"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."}}