{"id":"W37293407","doi":"10.71781/10886","title":"DECOR : détection et correction des défauts dans les systèmes orientés objet","year":2008,"lang":"fr","type":"dissertation","venue":"Frontiers in Psychiatry","topic":"Software Engineering Research","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Code smell; Code refactoring; Computer science; Restructuring; Software engineering; Software maintenance; Software; Code (set theory); Source code; Software system; Abstraction; Software development; Java; Software design; Programming language; Software quality","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000664653,0.00067195,0.000632659,0.001299297,0.0006185789,0.0002872183,0.001090633,0.0008669225,0.00002501099],"category_scores_gemma":[0.0008012484,0.000803882,0.000281927,0.002282371,0.0002243647,0.0008672687,0.0001132008,0.0016065,0.00005737776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308355,"about_ca_system_score_gemma":0.001173344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002338088,"about_ca_topic_score_gemma":0.004377116,"domain_scores_codex":[0.9956781,0.000425876,0.0007990525,0.001242472,0.0008896861,0.0009648276],"domain_scores_gemma":[0.997999,0.0002855136,0.0003165926,0.0008374031,0.0003077586,0.0002538049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001185589,0.0003524264,0.8273443,0.0007015436,0.0001261488,0.00003793521,0.01866083,0.007643431,0.00004290637,0.0006711037,0.092723,0.05157783],"study_design_scores_gemma":[0.00083955,0.0003468928,0.9134801,0.001968469,0.00005240884,0.000191848,0.005003055,0.07017051,0.00037111,0.002176914,0.004408139,0.0009910181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2277701,0.006753726,0.5809467,0.000169613,0.1823901,0.0005036909,0.00001297204,0.0003846396,0.001068407],"genre_scores_gemma":[0.4621057,0.006506892,0.5029665,0.0001402912,0.001969751,0.0006278115,0.0006488722,0.0003772496,0.0246569],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2343356,"threshold_uncertainty_score":0.9994412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503391098607731,"score_gpt":0.2811223211123236,"score_spread":0.2660884101262463,"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."}}