{"id":"W1757047971","doi":"","title":"An Iterative Model for Agile Product Line Engineering.","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Software product line; Agile software development; Domain (mathematical analysis); Computer science; Software engineering; Domain engineering; Product (mathematics); Model-driven architecture; Software; Quality (philosophy); Unified Modeling Language; Systems engineering; Software development; Risk analysis (engineering); Process management; Engineering; Business; Software construction","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":[0.003933034,0.001109732,0.0003608526,0.001360329,0.001346307,0.004210397,0.002646185,0.003018242,0.01037431],"category_scores_gemma":[0.008358197,0.0007408752,0.001375769,0.001340864,0.003713572,0.005530954,0.003360503,0.002578158,0.00397404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002593364,"about_ca_system_score_gemma":0.003814454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003605632,"about_ca_topic_score_gemma":0.00367716,"domain_scores_codex":[0.9953918,0.002216724,0.0003088396,0.000536489,0.001224229,0.0003219003],"domain_scores_gemma":[0.9951612,0.001970399,0.0005105514,0.00105553,0.0008592716,0.0004429962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000448772,0.00008251543,0.0008069577,0.0001388157,0.00002533114,0.0004705596,0.00148253,0.03437457,0.001244144,0.9230872,0.003123054,0.03511937],"study_design_scores_gemma":[0.0001264262,0.0002168648,0.0004061656,0.0002487761,0.00005415239,0.0007956476,0.0005849929,0.2434909,0.001503898,0.615734,0.1367702,0.00006791105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00496247,0.0004101242,0.9361451,0.001433901,0.00008601155,0.0004365541,0.0001360512,0.0004990254,0.05589081],"genre_scores_gemma":[0.2014864,0.0008192728,0.7712746,0.0003465706,0.00006160494,0.001672515,0.0004631704,0.0002042872,0.02367156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01037431,"threshold_uncertainty_score":0.03470552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08478748285346549,"score_gpt":0.3154623521027814,"score_spread":0.2306748692493159,"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."}}