{"id":"W2098756414","doi":"10.1109/cseet.2011.5876142","title":"Panel on the role of graduate software and systems engineering bodies of knowledge in formulating graduate software engineering curricula","year":2011,"lang":"en","type":"article","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Software Engineering Process Group; Software engineering; Curriculum; Body of knowledge; Social software engineering; Engineering management; Computer science; Knowledge engineering; Software requirements; Software development; Software; Engineering ethics; Engineering; Software construction; Knowledge management; Sociology","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":[0.0006438259,0.0002339609,0.0003180238,0.0002432522,0.00004095352,0.00004221468,0.0005293812,0.00007213162,0.000001901016],"category_scores_gemma":[0.000644191,0.0001724551,0.00006540358,0.0003370271,0.0000237816,0.0004094215,0.0002705027,0.0002628318,0.000001490504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002434393,"about_ca_system_score_gemma":0.00001683625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002860988,"about_ca_topic_score_gemma":0.000003793823,"domain_scores_codex":[0.9987485,0.00003556592,0.0004299892,0.000266178,0.0002255803,0.0002941937],"domain_scores_gemma":[0.9981762,0.001044022,0.0001648859,0.000449704,0.0001078704,0.00005731183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000719208,0.0008189369,0.1224781,0.005019784,0.0004772818,0.00007564249,0.04746199,0.1051875,0.005545808,0.5788764,0.0003046946,0.1336819],"study_design_scores_gemma":[0.0003248958,0.0003044351,0.04765996,0.001531727,0.00002890591,0.00004833681,0.0003992404,0.917461,0.02942958,0.001732243,0.0003856657,0.0006939862],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3930175,0.001305956,0.6041471,0.00001795211,0.0002592104,0.0003543108,0.000004393202,0.0007348352,0.0001586871],"genre_scores_gemma":[0.8748401,0.00005506306,0.1250138,0.000004096298,0.00001803763,0.00003880096,6.465084e-7,0.00002106915,0.000008336829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8122735,"threshold_uncertainty_score":0.7032515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08225432780551191,"score_gpt":0.2491366119348544,"score_spread":0.1668822841293425,"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."}}