{"id":"W1538899008","doi":"10.1007/bfb0043597","title":"An undergraduate course in software design","year":2006,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Software engineering; Course (navigation); Standardization; Computer science; Context (archaeology); Software design; Social software engineering; Software; Software construction; Software peer review; Software requirements; Software development; Engineering; 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":[0.001126259,0.002022153,0.001233031,0.001237036,0.001563327,0.003441234,0.0009662723,0.001213245,0.09641625],"category_scores_gemma":[0.001810587,0.0008874307,0.0008137915,0.001232178,0.0007269526,0.002197996,0.001859437,0.003072947,0.06047517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001742131,"about_ca_system_score_gemma":0.003355035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001127413,"about_ca_topic_score_gemma":0.004228647,"domain_scores_codex":[0.9992304,0.00008295831,0.00003332866,0.0001086194,0.0004271356,0.0001175813],"domain_scores_gemma":[0.9984058,0.0001641668,0.00005451873,0.0001246987,0.0004762304,0.0007747415],"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":[0.00009391947,0.001283227,0.001247091,0.0003397879,0.00001482065,0.0002157913,0.001020977,0.001000312,0.004562543,0.02755637,0.4401528,0.5225124],"study_design_scores_gemma":[0.00002530211,0.000509509,0.002667239,0.0003892231,0.00001796997,0.000343933,0.0003595927,0.001088635,0.002428149,0.01908018,0.9730719,0.00001823754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.02363706,0.009422438,0.05303714,0.01604189,0.008072381,0.0005071195,0.001258623,0.003008422,0.885015],"genre_scores_gemma":[0.02587345,0.004854577,0.01135981,0.00207248,0.0007034136,0.0001604562,0.0006614766,0.0004388889,0.9538755],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.09641625,"threshold_uncertainty_score":0.3225445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000157494071319,"score_gpt":0.2663084654260925,"score_spread":0.2463068904853793,"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."}}