{"id":"W2151184870","doi":"10.1109/mutation.2006.12","title":"Mutation-based Model Synthesis in Model Driven Engineering","year":2006,"lang":"en","type":"article","venue":"","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Metamodeling; Model transformation; Computer science; Model-driven architecture; Transformation (genetics); Graph rewriting; Programming language; Domain (mathematical analysis); Graph; Theoretical computer science; Artificial intelligence; Software engineering; Data mining; Software; Software development","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":[0.003290683,0.001005099,0.0009090772,0.0009910143,0.0005675991,0.001135423,0.001529553,0.001835431,0.00191043],"category_scores_gemma":[0.007263256,0.0008088463,0.001597051,0.0009114176,0.003473086,0.001441933,0.001463689,0.001741496,0.0004166907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001492738,"about_ca_system_score_gemma":0.001301482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002022627,"about_ca_topic_score_gemma":0.001412643,"domain_scores_codex":[0.9977137,0.001151083,0.0001179443,0.0002975942,0.0006270315,0.00009266019],"domain_scores_gemma":[0.9971246,0.00216715,0.0001832155,0.0003279106,0.0001499963,0.00004713965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005945114,0.00006370906,0.0004107241,0.0002296815,0.00006428569,0.000304683,0.000244685,0.6956698,0.008704517,0.2564676,0.0005942034,0.03718667],"study_design_scores_gemma":[0.00004899741,0.00005340438,0.00004696893,0.00004260502,0.00003183488,0.00009094195,0.0000167597,0.8408127,0.005243634,0.1482949,0.005295004,0.00002239293],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004868421,0.0002976709,0.9920951,0.000177254,0.00003841623,0.00008632731,0.00002669489,0.0003706073,0.002039577],"genre_scores_gemma":[0.2072816,0.0007594128,0.7883698,0.0001730218,0.00004618486,0.0005971891,0.0001689494,0.0002156369,0.002388197],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003290683,"threshold_uncertainty_score":0.01740301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007899727093074321,"score_gpt":0.1983251821776824,"score_spread":0.190425455084608,"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."}}