{"id":"W4280607813","doi":"10.18280/isi.270218","title":"Use Case Realization in Software Reverse Engineering","year":2022,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Riau","keywords":"Reverse engineering; Computer science; Software engineering; Use Case Diagram; Software system; Process (computing); Table (database); Systems engineering; Software development; Domain (mathematical analysis); Software; Unified Modeling Language; Class diagram; Data mining; Engineering; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01647097,0.001209939,0.0008913,0.005411387,0.002061154,0.005982691,0.002353226,0.002732754,0.006740059],"category_scores_gemma":[0.04182117,0.001617457,0.002018882,0.004047741,0.006426863,0.007885853,0.004374263,0.003986664,0.001729103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00256253,"about_ca_system_score_gemma":0.002999969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004120351,"about_ca_topic_score_gemma":0.00437973,"domain_scores_codex":[0.9730706,0.01774654,0.001595709,0.001873621,0.005051336,0.0006622162],"domain_scores_gemma":[0.9543506,0.03417072,0.002016201,0.006411855,0.002706134,0.0003445283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000897852,0.000206347,0.002442178,0.0004941069,0.00005717968,0.002246009,0.005766944,0.01913521,0.003888857,0.7510512,0.002788973,0.2118331],"study_design_scores_gemma":[0.00008137049,0.0002552998,0.001530717,0.0008757351,0.0001292468,0.00364992,0.003397728,0.176726,0.0139736,0.6233999,0.1758035,0.0001771449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007163358,0.0005603401,0.9783749,0.0004564959,0.00004828327,0.0002457537,0.0000356637,0.0003473574,0.01276776],"genre_scores_gemma":[0.1345025,0.0009252034,0.8564773,0.0001724864,0.00006096341,0.0006343725,0.0002298787,0.0002471629,0.006750014],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01647097,"threshold_uncertainty_score":0.08710784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908324066951068,"score_gpt":0.2278160412630893,"score_spread":0.2087328005935786,"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."}}