{"id":"W2032616423","doi":"10.1145/961290.961573","title":"IEEE-CS/ACM computing curricula","year":2003,"lang":"en","type":"article","venue":"ACM SIGCSE Bulletin","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Curriculum; Software engineering; Computer science; Construct (python library); Process (computing); Software; Engineering management; Software Engineering Process Group; Volume (thermodynamics); Software development; Software development process; Engineering; Programming language; Pedagogy; 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":[0.0006704683,0.0001889624,0.0001734877,0.00007776707,0.0001399924,0.0001815816,0.001947891,0.00008912636,0.0001584279],"category_scores_gemma":[0.002842538,0.0001796072,0.00007769992,0.0003185108,0.0000258525,0.0001335625,0.0004382392,0.0002735444,0.0004754135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002997891,"about_ca_system_score_gemma":0.00002725359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003111859,"about_ca_topic_score_gemma":3.336037e-7,"domain_scores_codex":[0.9986265,0.0001209489,0.0002305969,0.0004089132,0.0002448545,0.0003681651],"domain_scores_gemma":[0.9970439,0.001052347,0.000112977,0.001616723,0.00006433862,0.0001097197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001310214,0.0004412234,0.00519797,0.0001206129,0.0001016862,0.0004692583,0.001418538,0.003102489,0.00128617,0.1124773,0.7152475,0.1601242],"study_design_scores_gemma":[0.0002270657,0.00008044335,0.0003937269,0.00005311095,0.000008597444,0.0001302057,0.0000115616,0.001679238,0.006762356,0.005025854,0.9852175,0.0004103422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0212411,0.0004772037,0.9664262,0.00506308,0.001107206,0.0002051842,9.105498e-7,0.001836645,0.003642494],"genre_scores_gemma":[0.3734122,0.00003303611,0.6253656,0.0007806277,0.00009434922,0.000009730286,8.683448e-7,0.00001862124,0.0002850121],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3521711,"threshold_uncertainty_score":0.732417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02084838565671896,"score_gpt":0.2661989712763627,"score_spread":0.2453505856196437,"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."}}