{"id":"W4236112855","doi":"10.24908/pceea.v0i0.3665","title":"ENTREPRENEURIAL EDUCATION IN ENGINEERING CURRICULA AT THE UNIVERSITY OF TORONTO","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Curriculum; Graduation (instrument); Commercialization; Context (archaeology); Work (physics); Popularity; Engineering education; Entrepreneurship; Public relations; Sociology; Engineering ethics; Pedagogy; Political science; Engineering; Marketing; Business; Engineering management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002565813,0.000159634,0.0001651742,0.0001527559,0.00007068449,0.00001705991,0.000362167,0.0001441554,0.00027212],"category_scores_gemma":[0.0002433935,0.0001591841,0.00008868126,0.0003187175,0.00002117541,0.0002036727,0.00002926635,0.0001853465,0.00001021193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0028519,"about_ca_system_score_gemma":0.0005682874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02811437,"about_ca_topic_score_gemma":0.03774506,"domain_scores_codex":[0.9991155,0.000006725129,0.0002669802,0.0001488133,0.0001974853,0.0002644628],"domain_scores_gemma":[0.9992814,0.00003890435,0.0001466758,0.0001620433,0.0002338031,0.0001371864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003106349,0.0006819996,0.5659813,0.00277,0.0004987841,5.393953e-7,0.05339958,0.09782334,0.03318035,0.03910903,0.1935372,0.01298676],"study_design_scores_gemma":[0.0004292037,0.00002125038,0.8600312,0.0004575865,0.0001023014,0.000009037727,0.001975695,0.01376857,0.01024938,0.00009344777,0.1122478,0.0006145773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745948,0.001096068,0.00004342615,0.0005555577,0.004895636,0.0005343086,0.00002295603,0.0001580342,0.01809917],"genre_scores_gemma":[0.9973361,0.0000896004,0.0005071422,0.0000281008,0.0001297668,0.00001355011,0.000008664222,0.00003439685,0.001852684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2940498,"threshold_uncertainty_score":0.9798136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005253302129229158,"score_gpt":0.1774740036814042,"score_spread":0.1722207015521751,"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."}}