{"id":"W2911223039","doi":"10.24908/pceea.v0i0.13027","title":"Flipping the Script on Project Management Practices in Education: Outcomes of Applying Agile Development Methodologies in a Classroom Setting","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Waterfall; Agile software development; Scrum; Stakeholder; Project management; Engineering management; Capstone; Capstone course; Process management; Knowledge management; Engineering; Computer science; Political science; Software development; Systems engineering; Software engineering; Public relations; Software","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":[],"consensus_categories":[],"category_scores_codex":[0.002172264,0.0001384272,0.0001676437,0.0006094854,0.0001239252,0.0001389339,0.000787458,0.00008586155,0.000002136448],"category_scores_gemma":[0.003585938,0.0001131115,0.00004025115,0.001103164,0.00001534563,0.0004966463,0.0001026638,0.0002521265,0.000001559336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391498,"about_ca_system_score_gemma":0.000846045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004477183,"about_ca_topic_score_gemma":0.002816173,"domain_scores_codex":[0.9987671,0.00003237542,0.000388579,0.0002325794,0.0003187715,0.0002605467],"domain_scores_gemma":[0.9982512,0.0004189228,0.0008074698,0.0001909876,0.0002901158,0.00004133266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001418529,0.0004110603,0.6519395,0.001295915,0.0003254114,5.440785e-7,0.03272003,0.002104002,0.001163999,0.1143475,0.02169046,0.1739874],"study_design_scores_gemma":[0.0002491204,0.00005044071,0.845835,0.001112147,0.00003448882,0.000004901409,0.003912143,0.006248125,0.007193363,0.001568487,0.1333013,0.000490443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8976009,0.001001157,0.01326685,0.04470956,0.01085771,0.00691851,0.000009884488,0.0008888572,0.02474658],"genre_scores_gemma":[0.7797276,0.00001821111,0.2189746,0.0003620734,0.00007437476,0.0003955853,0.000001291585,0.00001643286,0.0004297372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2057078,"threshold_uncertainty_score":0.6768191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0376797093971721,"score_gpt":0.3161602476689429,"score_spread":0.2784805382717708,"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."}}