{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001324655,0.0005341137,0.0004633563,0.0008077502,0.0001345242,0.0006657104,0.003637732,0.0003670975,0.000007236053],"category_scores_gemma":[0.0001049902,0.0005221659,0.00008081835,0.0007266561,0.0002892677,0.001280576,0.0005544692,0.0009774098,0.00001894759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002838968,"about_ca_system_score_gemma":0.0005793808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001149782,"about_ca_topic_score_gemma":0.0001012978,"domain_scores_codex":[0.99658,0.00006973027,0.0004736613,0.001411638,0.0007882115,0.0006767369],"domain_scores_gemma":[0.9968678,0.0009943713,0.0002418047,0.001612663,0.0001324758,0.0001508275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006092653,0.00007213605,0.0002857985,0.0000293124,0.000006055539,0.0003438125,0.0001739308,0.5150226,0.00002596217,0.007522576,0.0001708382,0.4763409],"study_design_scores_gemma":[0.0002042607,0.0002974713,0.0005269212,0.0003445802,0.000007492816,0.00009025619,3.931871e-8,0.6798468,0.0005405472,0.3155579,0.001692007,0.0008918159],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00001999106,0.0004778719,0.996481,0.0005998477,0.000895765,0.0003745189,0.000002917378,0.000783017,0.000365074],"genre_scores_gemma":[0.05582714,0.00004868853,0.9432026,0.0005091577,0.0002161817,0.00001444655,0.000005544217,0.0000454634,0.0001308356],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4754491,"threshold_uncertainty_score":0.999723,"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."}}