{"id":"W4401455496","doi":"10.1145/3643794.3648283","title":"MicroMatic: Fully Automated Microservices Identification Approach From Monolithic Systems","year":2024,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Microservices; Identification (biology); Computer science; Software engineering; Operating system; Cloud computing","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":[0.001415728,0.001193221,0.0005295991,0.003841956,0.0008573601,0.002157887,0.001560322,0.0009796004,0.002983267],"category_scores_gemma":[0.009161001,0.0006301471,0.001199712,0.001335791,0.0007804333,0.002205231,0.002572418,0.001223794,0.001958193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000999683,"about_ca_system_score_gemma":0.00250529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003924862,"about_ca_topic_score_gemma":0.007410993,"domain_scores_codex":[0.9980685,0.0003504447,0.000135766,0.0004653103,0.0008458682,0.0001342328],"domain_scores_gemma":[0.9963821,0.001572236,0.0005458465,0.0007081295,0.0007080783,0.00008358033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003020962,0.0003585593,0.02154709,0.001076289,0.0001688834,0.0009115967,0.002367063,0.0718761,0.05589368,0.02636821,0.01748998,0.8016405],"study_design_scores_gemma":[0.00003117349,0.0001298452,0.004884831,0.000166338,0.00005021572,0.0006103325,0.00065549,0.8947952,0.04736315,0.02788251,0.02337481,0.00005594883],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0268696,0.0002025207,0.9371241,0.0002243308,0.00003972898,0.0002312798,0.0005657919,0.03223519,0.002507451],"genre_scores_gemma":[0.2226368,0.000149278,0.7690375,0.0001637284,0.00002841065,0.000295345,0.002468431,0.002000119,0.003220309],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003924862,"threshold_uncertainty_score":0.009980023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009300539807839238,"score_gpt":0.2402813071378541,"score_spread":0.2309807673300149,"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."}}