{"id":"W2003553442","doi":"10.1109/tale.2012.6360372","title":"Capstone team design projects in engineering curriculum: Content and management","year":2012,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Capstone; Curriculum; Engineering management; Project-based learning; Work (physics); Project management; Software project management; Work breakdown structure; Engineering education; Computer science; Capstone course; Teamwork; Engineering; Software engineering; Project planning; OPM3; Software; Systems engineering; Software development; Mathematics education; Pedagogy; Psychology; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001729129,0.0001515398,0.0001178159,0.00017322,0.00001519231,0.00001830022,0.00005745718,0.00003955487,0.00002777287],"category_scores_gemma":[0.000007543495,0.0001420024,0.00001427546,0.0002082473,0.000006124535,0.0001392896,0.0000230132,0.00009260465,0.00003206344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001226532,"about_ca_system_score_gemma":0.000004613239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001249221,"about_ca_topic_score_gemma":0.000002112977,"domain_scores_codex":[0.9992806,0.000006698202,0.0001697031,0.0001051667,0.00009848345,0.0003393815],"domain_scores_gemma":[0.999751,0.00001234012,0.000008097517,0.00009851143,0.00000998819,0.0001200594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00001628681,0.002107333,0.2666532,0.006902717,0.0008627513,0.000060297,0.0230282,0.450256,0.01719061,0.08355889,0.1002968,0.04906688],"study_design_scores_gemma":[0.002751288,0.00007221317,0.588806,0.000760059,0.00007210447,0.0001471189,0.00637173,0.3291151,0.01689931,0.00002229455,0.05230648,0.002676388],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8139344,0.00422969,0.1552678,0.0001115049,0.002420291,0.001597774,0.000001163909,0.001482168,0.0209552],"genre_scores_gemma":[0.9697389,0.0003054466,0.02940105,0.0000270724,0.00004191597,0.0001805187,0.000002473876,0.00002662817,0.0002759797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3221528,"threshold_uncertainty_score":0.5790688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345201657212057,"score_gpt":0.2111758493397256,"score_spread":0.1877238327676051,"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."}}