{"id":"W2101178642","doi":"10.1109/wsc.2003.1261474","title":"Computer automated multi-paradigm modelling: meta-modelling and graph transformation","year":2004,"lang":"en","type":"article","venue":"","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Graph rewriting; Computer science; Model transformation; Petri net; Abstract syntax; Programming language; Theoretical computer science; Graph; Rewriting; Metamodeling; Code generation; Artificial intelligence","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":[0.0002345038,0.0002432917,0.0002940572,0.0002213271,0.0001009378,0.0001657867,0.0004314333,0.0001054618,0.000002113303],"category_scores_gemma":[2.9264e-7,0.0002090527,0.0001222093,0.0002904687,0.00003100556,0.001018966,0.00007017389,0.0001486635,0.000007727792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004056331,"about_ca_system_score_gemma":0.0000249461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001088711,"about_ca_topic_score_gemma":0.000002534375,"domain_scores_codex":[0.9987377,0.00002368882,0.0003319651,0.0003934691,0.0002269228,0.0002862374],"domain_scores_gemma":[0.9993448,0.0000214741,0.00005251022,0.0004093788,0.0000536787,0.0001182137],"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":[7.876149e-7,0.00002631222,9.95106e-7,0.00001336355,0.00005867598,0.000002439412,0.0006271034,0.7564036,0.00001708595,0.2414683,0.00001196184,0.001369326],"study_design_scores_gemma":[0.0003520326,0.00004203814,0.000006163996,0.0000158189,0.000046034,0.00002478522,5.910321e-7,0.9875913,0.001425548,0.009460287,0.000779749,0.0002556816],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002252062,0.0001464283,0.9907302,0.0003332824,0.0000848063,0.0002783121,0.000001929257,0.006138306,0.00003465959],"genre_scores_gemma":[0.2586858,0.00004898237,0.741109,0.00009577187,0.00001110603,0.0000259551,0.00000300337,0.00001371974,0.000006733502],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2564337,"threshold_uncertainty_score":0.852492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05263580655474969,"score_gpt":0.25293620509633,"score_spread":0.2003003985415803,"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."}}