{"id":"W202601836","doi":"","title":"Requirements-driven configuration of software systems","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Process (computing); Software configuration management; Software engineering; Software system; Software; User requirements document; Configuration Management (ITSM); Software development; Systems engineering; Software construction; Engineering; Operating system","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":[0.004371311,0.000773141,0.0004190741,0.0009742713,0.0007473817,0.002579396,0.001851032,0.001345983,0.002464836],"category_scores_gemma":[0.01426696,0.0008511397,0.0005361373,0.0007327338,0.001051278,0.002000786,0.001585344,0.001154328,0.001256931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035116,"about_ca_system_score_gemma":0.001318058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009859087,"about_ca_topic_score_gemma":0.001681704,"domain_scores_codex":[0.993076,0.003562655,0.0003838034,0.0005896823,0.002001638,0.0003862395],"domain_scores_gemma":[0.9923931,0.00318681,0.0005117844,0.0021532,0.001501698,0.0002532917],"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":[0.000514366,0.0004268435,0.005385159,0.001261109,0.0001605171,0.003531549,0.004443286,0.3291909,0.10996,0.1166262,0.01283129,0.4156688],"study_design_scores_gemma":[0.0001695372,0.0003174354,0.003820861,0.0004024832,0.0000691217,0.001912773,0.0008862879,0.7191594,0.09443558,0.0968089,0.08179952,0.0002181042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07082045,0.0004050441,0.9005588,0.0006485033,0.00007244229,0.0007487495,0.0002170501,0.004752878,0.02177604],"genre_scores_gemma":[0.5267368,0.0003988071,0.4645852,0.0002697928,0.00004268867,0.000665444,0.0008425987,0.000989759,0.005468961],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004371311,"threshold_uncertainty_score":0.02311802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05856507037993715,"score_gpt":0.3076704400466032,"score_spread":0.249105369666666,"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."}}