{"id":"W1855714739","doi":"","title":"Unifying Software and Product Configuration: A Research Roadmap","year":2012,"lang":"en","type":"preprint","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Software product line; Product (mathematics); Computer science; Software; Software engineering; Field (mathematics); Software configuration management; Isolation (microbiology); Systems engineering; Software development; Engineering; 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":[0.02080983,0.002526942,0.003448048,0.01242846,0.002279141,0.02033935,0.006602501,0.01164402,0.01173542],"category_scores_gemma":[0.02198717,0.002786255,0.001926795,0.02925719,0.01422901,0.06746262,0.0102563,0.006893045,0.00329902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007472517,"about_ca_system_score_gemma":0.01035056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00561134,"about_ca_topic_score_gemma":0.0027031,"domain_scores_codex":[0.9849817,0.00656207,0.001394617,0.002965132,0.003273528,0.0008230523],"domain_scores_gemma":[0.960404,0.02774506,0.002330787,0.004430356,0.003607477,0.001482467],"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":[0.000108815,0.000277507,0.002057329,0.002963607,0.00007021179,0.0001885647,0.001992805,0.004909838,0.0006675329,0.5559988,0.004397685,0.4263673],"study_design_scores_gemma":[0.00003859744,0.000232052,0.002350655,0.003812301,0.00005935561,0.0006080687,0.00480481,0.02757229,0.0009161228,0.805968,0.1535032,0.0001346911],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02014097,0.5505714,0.3343971,0.04390946,0.001197368,0.0002813673,0.0001592157,0.0009677957,0.04837529],"genre_scores_gemma":[0.2086337,0.3951829,0.3801474,0.004350506,0.002663461,0.0004685867,0.0006738124,0.000465953,0.007413702],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02080983,"threshold_uncertainty_score":0.1100542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048358568166467,"score_gpt":0.3249396374940639,"score_spread":0.2201037806774172,"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."}}