{"id":"W45650314","doi":"10.1007/978-3-319-09108-2_8","title":"Specification and Verification of Graph-Based Model Transformation Properties","year":2014,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Queen's University","funders":"","keywords":"Gas meter prover; Transformation (genetics); Computer science; Automated theorem proving; Graph rewriting; Algorithm; Model checking; Path (computing); Theoretical computer science; Programming language; Graph; Mathematics; Mathematical proof","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":[0.000554817,0.0002725215,0.0002978147,0.0006829234,0.00007812073,0.0001242454,0.001125559,0.0001957744,8.743611e-7],"category_scores_gemma":[0.000009474655,0.0002519679,0.00005660042,0.000266863,0.0003648182,0.0004095125,0.000120973,0.0002691881,0.000001542123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001021362,"about_ca_system_score_gemma":0.0001692126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000623548,"about_ca_topic_score_gemma":0.000007075201,"domain_scores_codex":[0.9981526,0.00001763306,0.0004301055,0.0006535713,0.0005328276,0.0002132301],"domain_scores_gemma":[0.9985529,0.00005613665,0.0002227441,0.0008790514,0.0002281397,0.00006108083],"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":[0.000003760988,0.000009216831,0.000005112602,0.0001092393,0.000002314924,3.829935e-7,0.0006199767,0.3870724,0.001637856,0.1690514,0.000002219558,0.4414861],"study_design_scores_gemma":[0.00009473095,0.00006919649,0.00003829095,0.0002775457,0.000003906016,0.000003675411,1.687576e-8,0.9435391,0.01651938,0.03887662,0.0003271989,0.0002502883],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001344777,0.0001379493,0.9984808,0.0002999049,0.0001470321,0.0003813537,0.000002725464,0.0002482405,0.0001675367],"genre_scores_gemma":[0.3962894,0.00002909692,0.6035399,0.00007413149,0.00002588119,0.00001176873,0.000003863808,0.00001279517,0.00001311307],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5564668,"threshold_uncertainty_score":0.9999933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305134914606884,"score_gpt":0.2143821591324883,"score_spread":0.1913308099864195,"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."}}