{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005960619,0.0008753634,0.001064343,0.0009686172,0.001688347,0.005272781,0.002475726,0.002443676,0.003189554],"category_scores_gemma":[0.02012556,0.000721691,0.001429829,0.001069937,0.002626343,0.007676059,0.005023964,0.004051447,0.001377066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001613829,"about_ca_system_score_gemma":0.003264106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001834701,"about_ca_topic_score_gemma":0.001371375,"domain_scores_codex":[0.9903538,0.002388839,0.000831065,0.002715992,0.002958947,0.0007513702],"domain_scores_gemma":[0.9742973,0.009983232,0.003529438,0.0080297,0.00314933,0.001011047],"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":[0.000118548,0.0001640054,0.006020736,0.000393864,0.0001453099,0.0008882704,0.002105539,0.04740917,0.01218588,0.7291063,0.006582634,0.1948797],"study_design_scores_gemma":[0.00003421781,0.00009081697,0.001580794,0.0001220785,0.00006290833,0.0008491921,0.0005926806,0.144031,0.01076152,0.7744636,0.06733476,0.000076424],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01870586,0.000548352,0.9639164,0.002783292,0.0001212673,0.0001075586,0.0001238926,0.001102862,0.01259054],"genre_scores_gemma":[0.6137421,0.001230873,0.3717996,0.001141262,0.0007492821,0.0005949326,0.0005714278,0.0007967845,0.009373757],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005960619,"threshold_uncertainty_score":0.03152311,"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."}}