{"id":"W3093502035","doi":"10.1145/3382025.3414942","title":"Variability management meets microservices","year":2020,"lang":"en","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"German Academic Exchange Service London; Deutsche Forschungsgemeinschaft; Fundacion Araucaria","keywords":"Microservices; Computer science; Software engineering; Context (archaeology); Software product line; Reuse; Software portability; Oracle; Software; Software development; Operating system; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0002663823,0.00007996927,0.00009243173,0.00001575801,0.0000290698,0.00004340773,0.0007830167,0.00002140367,0.00001532617],"category_scores_gemma":[0.0001202726,0.00006972675,0.00002635027,0.0002404793,0.00001203628,0.000244108,0.0005151644,0.00005534384,0.0000569455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001361522,"about_ca_system_score_gemma":0.000004485053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001410349,"about_ca_topic_score_gemma":1.861993e-7,"domain_scores_codex":[0.9992827,0.00005785369,0.0001041707,0.0003060665,0.0001007319,0.0001484352],"domain_scores_gemma":[0.9993176,0.0002198347,0.00001964559,0.0003573796,0.00001911488,0.00006643338],"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":[0.00001093724,0.00006169542,0.0007914864,0.0003922505,0.00008186661,0.00007253899,0.002426385,0.04874923,0.005985439,0.7616959,0.001897926,0.1778344],"study_design_scores_gemma":[0.00148007,0.0003162708,0.02675643,0.00004454432,0.00003451725,0.00001883527,0.0002478326,0.1584829,0.06314252,0.5316392,0.2158166,0.002020261],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0006388517,0.00002907622,0.9912118,0.003828541,0.000155543,0.00008170769,3.250719e-7,0.001140881,0.002913249],"genre_scores_gemma":[0.06319566,0.000007166496,0.9352862,0.001415079,0.00001968832,0.000006714316,2.611413e-7,0.000003943478,0.00006531205],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2300567,"threshold_uncertainty_score":0.2843375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03496395745087586,"score_gpt":0.2600562672987323,"score_spread":0.2250923098478564,"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."}}