{"id":"W2168688612","doi":"10.24908/pceea.v0i0.4868","title":"Global Engineering Leadership – Design and Implementation of Local and International Service Learning Curriculum for Senior Engineering Students","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Accreditation; Service-learning; Curriculum; Teamwork; Engineering education; Service (business); Engineering management; Engineering; Medical education; Engineering ethics; Pedagogy; Psychology; Political science; Medicine; Business","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":[0.0008998137,0.0001079599,0.0001194475,0.0001463923,0.0002339234,0.0001634392,0.0002736511,0.00009194126,0.0000171587],"category_scores_gemma":[0.0004819667,0.0001210419,0.00003267467,0.0003382234,0.00001337787,0.0002891683,0.00004459589,0.0001554883,8.919448e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029282,"about_ca_system_score_gemma":0.0002158141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05065537,"about_ca_topic_score_gemma":0.008435438,"domain_scores_codex":[0.9990952,0.00002024933,0.0002102998,0.0001263041,0.0002950233,0.000252927],"domain_scores_gemma":[0.9988733,0.0001196345,0.0002123198,0.00004263166,0.0006091368,0.0001430017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005625043,0.0001069416,0.8714815,0.001048557,0.0004283018,4.039486e-8,0.03704818,0.0498486,0.00163167,0.02095062,0.003010501,0.01443949],"study_design_scores_gemma":[0.0008788551,0.00006844874,0.7794144,0.0004480738,0.0001419012,0.0000022431,0.1220369,0.07654112,0.0007788024,0.0001352607,0.01902162,0.0005323961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909787,0.00009356922,0.001655796,0.005672242,0.0006183562,0.0007525976,0.000006776381,0.00006778956,0.0001541279],"genre_scores_gemma":[0.9964517,0.00001742667,0.003062482,0.0001009163,0.00008007427,0.00009846152,0.000006356024,0.00001485812,0.000167675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09206712,"threshold_uncertainty_score":0.9556664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900613851475443,"score_gpt":0.2829975388189511,"score_spread":0.2639914003041967,"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."}}