{"id":"W1949915938","doi":"10.24908/pceea.v0i0.3964","title":"EXPERIENCE IN THE DEVELOPMENT AND DELIVERY OF A ONE SEMESTER CAPSTONE DESIGN COURSE FOR FINAL YEAR CIVIL ENGINEERS AT THE UNIVERSITY OF MANITOBA","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Capstone; Presentation (obstetrics); Engineering; Deliverable; Teamwork; Engineering management; Integrated project delivery; Civil engineering; Engineering education; Construction management; Management; Computer science; Systems engineering; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007871569,0.001446773,0.0004837388,0.00113081,0.01629282,0.005191646,0.002800715,0.002067168,0.01254719],"category_scores_gemma":[0.008993886,0.001173688,0.0005532578,0.001264614,0.002452475,0.001311274,0.004439561,0.00314737,0.00481692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01371299,"about_ca_system_score_gemma":0.03866725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2517652,"about_ca_topic_score_gemma":0.6076561,"domain_scores_codex":[0.994713,0.001667585,0.0001359185,0.0004574514,0.001320959,0.001705124],"domain_scores_gemma":[0.9844488,0.0008440096,0.0003667847,0.0004055492,0.006101075,0.007833857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005939247,0.008640612,0.05580306,0.0006742454,0.00006749309,0.007161808,0.5523809,0.002721532,0.04342352,0.004463346,0.06129462,0.262775],"study_design_scores_gemma":[0.00008094883,0.002590197,0.03693021,0.0003437671,0.00005944344,0.002299292,0.3694253,0.001974578,0.009498088,0.0005748138,0.576022,0.0002013246],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8829933,0.001461797,0.02203286,0.008739912,0.0009415378,0.001253082,0.0002976894,0.0007755382,0.08150418],"genre_scores_gemma":[0.7462299,0.002883595,0.03855994,0.006116021,0.0001275037,0.0008483754,0.0008404104,0.0005902434,0.203804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2517652,"threshold_uncertainty_score":0.5005995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648983430389229,"score_gpt":0.1889440998148493,"score_spread":0.162454265510957,"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."}}