{"id":"W2136313425","doi":"","title":"Modular feature models: Representation and configuration","year":2011,"lang":"en","type":"article","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Athabasca University; University of British Columbia","funders":"","keywords":"Feature model; Computer science; Modular design; Feature (linguistics); Software product line; Feature-oriented domain analysis; Domain (mathematical analysis); Reusability; Domain analysis; Domain engineering; Domain model; Data mining; Artificial intelligence; Distributed computing; Software; Domain knowledge; Software system; Programming language; Software development; Component-based software 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005813493,0.00007742212,0.00006707287,0.00005969446,0.000068983,0.00006709222,0.0002604507,0.00004500818,0.00001768464],"category_scores_gemma":[0.000001319407,0.00006126926,0.00001885758,0.000188215,0.0000118196,0.0007615778,0.0000877222,0.00006017228,0.00001253572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003615508,"about_ca_system_score_gemma":0.000009481586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003072816,"about_ca_topic_score_gemma":0.00008654819,"domain_scores_codex":[0.9993855,0.00002903537,0.00008097776,0.0002714289,0.0001228472,0.0001102511],"domain_scores_gemma":[0.9995158,0.0000152093,0.00003624836,0.0003209299,0.000057311,0.00005448655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001757922,0.00004877788,0.000474911,0.00002395648,0.00002792582,0.00001459573,0.02080186,0.0003932015,0.005853818,0.926639,0.0002691532,0.04543519],"study_design_scores_gemma":[0.000490133,0.0001101239,0.01499085,0.00001787835,0.00001372475,0.00005304251,0.0007029728,0.7131867,0.04597342,0.222607,0.001547242,0.0003069291],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04665134,0.0001420779,0.8847328,0.0009896808,0.0001534236,0.0001264166,4.836484e-7,0.0001934363,0.06701031],"genre_scores_gemma":[0.9378437,0.00001780923,0.06056019,0.001256161,0.00003036465,0.000007190638,0.000004728611,0.000004074504,0.0002757965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8911924,"threshold_uncertainty_score":0.2498488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03521437007480291,"score_gpt":0.2268181936480641,"score_spread":0.1916038235732612,"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."}}