{"id":"W2024043058","doi":"10.1109/ms.2002.1032856","title":"Integrating software engineering in introductory computing courses","year":2002,"lang":"en","type":"article","venue":"IEEE Software","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Software engineering; Computer science; Personal software process; Social software engineering; Software Engineering Process Group; Software construction; Software development; Software; Software system; Software peer review; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002950404,0.0008420953,0.0005244821,0.002029218,0.00152755,0.005342987,0.001324278,0.001376769,0.008765592],"category_scores_gemma":[0.01305664,0.0007384194,0.0005711091,0.002517358,0.0005704318,0.002425239,0.003943562,0.002255537,0.005170051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002075299,"about_ca_system_score_gemma":0.006661121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009554592,"about_ca_topic_score_gemma":0.002874204,"domain_scores_codex":[0.9964843,0.0009551602,0.0002229177,0.0003724619,0.001363482,0.0006016392],"domain_scores_gemma":[0.9904853,0.002045203,0.0005303531,0.0009093186,0.00265184,0.003377981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001312633,0.002946305,0.01125088,0.0003241855,0.00002041578,0.0003055504,0.003269747,0.003119171,0.01233392,0.02021639,0.02804864,0.9180336],"study_design_scores_gemma":[0.0001980222,0.003625614,0.05528967,0.002013336,0.00009500494,0.001684864,0.007830971,0.02493699,0.0335832,0.1674248,0.7031249,0.0001925323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3591837,0.006379275,0.3838398,0.02288739,0.002941781,0.001893819,0.0003446992,0.006866511,0.215663],"genre_scores_gemma":[0.4516316,0.004283487,0.4583916,0.005214204,0.0007014728,0.00101172,0.0009595485,0.0009861353,0.07682016],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008765592,"threshold_uncertainty_score":0.02932376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143960700984447,"score_gpt":0.2242999951005211,"score_spread":0.2099039250020764,"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."}}