{"id":"W1880771316","doi":"10.24908/pceea.v0i0.4832","title":"DEVELOPING AN ENTREPRENEURIAL MINDSET IN ENGINEERING STUDENTS","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mindset; Entrepreneurship; Engineering education; Curriculum; Engineering management; Engineering ethics; Engineering; Management; Pedagogy; Psychology; Business; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003121768,0.0002357647,0.0002184363,0.0005847983,0.00006071987,0.0001932183,0.0005236118,0.0002033461,0.00008633759],"category_scores_gemma":[0.0004453261,0.0002603066,0.00006497641,0.000683481,0.000007664664,0.0004906173,0.00002741168,0.0003256361,0.00003430065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002632311,"about_ca_system_score_gemma":0.0003873785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00530622,"about_ca_topic_score_gemma":0.004160062,"domain_scores_codex":[0.9985266,0.000005947977,0.0004244166,0.0002141992,0.0003555829,0.0004733099],"domain_scores_gemma":[0.9991301,0.00004716224,0.0001123047,0.0001522509,0.0002864117,0.0002717364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003275556,0.0002321525,0.7318865,0.001391495,0.0002641713,4.358911e-7,0.007686683,0.1859236,0.02175134,0.01210814,0.03532243,0.003429795],"study_design_scores_gemma":[0.0004589379,0.00001664341,0.9292811,0.0003461322,0.00003057894,0.000006758343,0.0004344487,0.03706792,0.006602103,0.0001686786,0.02480491,0.0007817504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942465,0.00007622818,0.00005462726,0.0009466699,0.003111598,0.0004653914,0.00001025368,0.0002163501,0.0008724185],"genre_scores_gemma":[0.9971182,0.00001588663,0.001696442,0.0001092032,0.0002786611,0.0001755964,0.00001655257,0.00006784885,0.0005215488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1973946,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007790014906351202,"score_gpt":0.2281474732772377,"score_spread":0.2203574583708865,"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."}}