{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003956612,0.0001021695,0.0001177963,0.0001176496,0.00007282059,0.00001026411,0.0002441273,0.00006706373,0.00001114623],"category_scores_gemma":[0.0000915619,0.00008773404,0.00003361491,0.0002767724,0.00002517563,0.00008301747,0.00001607459,0.000095845,9.140023e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007308121,"about_ca_system_score_gemma":0.0002961146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001022658,"about_ca_topic_score_gemma":0.007873376,"domain_scores_codex":[0.9993542,0.00000561938,0.0002056252,0.00009294292,0.0001714613,0.0001700911],"domain_scores_gemma":[0.999503,0.00005843465,0.0001122515,0.00007919313,0.0001900305,0.0000570583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005946367,0.0007058317,0.2755883,0.003439812,0.0008867103,5.096971e-7,0.5823854,0.03973981,0.0144394,0.01015546,0.06692335,0.005676021],"study_design_scores_gemma":[0.000471971,0.00002644733,0.9453302,0.0003349586,0.00008324446,0.000003851714,0.02040155,0.004708547,0.01811496,0.00003937229,0.01013106,0.0003537963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980584,0.0001478654,0.0003388066,0.0002601549,0.0003239345,0.0004093591,0.00000842999,0.00002064937,0.0004323921],"genre_scores_gemma":[0.9949302,0.00002066805,0.004743735,0.00002217559,0.00001698628,0.00003347636,0.00000319172,0.00001454651,0.0002150047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6697419,"threshold_uncertainty_score":0.4393529,"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."}}