{"id":"W2061937509","doi":"10.1109/icsm.2011.6080782","title":"MoMS: Multi-objective miniaturization of software","year":2011,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Miniaturization; Porting; Software; Software deployment; Process (computing); Software engineering; Embedded system; Operating system; Engineering; Electrical 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":[0.00011901,0.00006212501,0.00007695062,0.0001178834,0.00001883868,0.00001179928,0.0004871645,0.00004058241,0.00004389196],"category_scores_gemma":[0.0005650488,0.00005508196,0.00002842316,0.0003520056,0.00002536423,0.000241165,0.0001570256,0.00006471333,0.0000382848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001953975,"about_ca_system_score_gemma":0.00003997578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006200775,"about_ca_topic_score_gemma":0.000003626404,"domain_scores_codex":[0.9993679,0.00001839072,0.0001069372,0.0001797831,0.000180955,0.0001460234],"domain_scores_gemma":[0.999261,0.0001771359,0.00002733999,0.0003477399,0.000138886,0.00004794079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005174816,0.001541482,0.6719102,0.0002566887,0.0002571175,0.00007897357,0.04889423,0.0008095901,0.00967233,0.1109194,0.003227744,0.1523805],"study_design_scores_gemma":[0.0005968406,0.0002020497,0.8199373,0.00003178552,0.000004026558,0.000009019396,0.00007102822,0.02111891,0.1564513,0.00111114,0.0001770014,0.0002895814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02734762,0.00002949249,0.971703,0.000009235621,0.0001348626,0.00008888367,8.686858e-7,0.0002977569,0.0003882599],"genre_scores_gemma":[0.5296499,0.000001716472,0.4700275,0.00001194563,0.000006934204,0.000006201525,4.857729e-7,0.000005027311,0.0002903109],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5023023,"threshold_uncertainty_score":0.2246177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0360780417947409,"score_gpt":0.2579216798817582,"score_spread":0.2218436380870173,"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."}}