{"id":"W1538069762","doi":"10.1007/978-3-540-69927-9_7","title":"Programmed Graph Rewriting with Time for Simulation-Based Design","year":2008,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Rewriting; Graph; Theoretical computer science; Programming language; Graph rewriting","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":[0.0007599623,0.0005730911,0.0005199902,0.000875101,0.0002822435,0.0003383908,0.002381488,0.0003014491,0.000003052508],"category_scores_gemma":[0.00005727669,0.0005145049,0.000135284,0.0006722483,0.0004645969,0.0004234173,0.0002946816,0.000494752,0.000006265775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002441344,"about_ca_system_score_gemma":0.0006766396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000573028,"about_ca_topic_score_gemma":0.000003675829,"domain_scores_codex":[0.9965048,0.00002996889,0.0004530261,0.001442058,0.0008645113,0.0007056344],"domain_scores_gemma":[0.9963185,0.001517611,0.0002712638,0.001266164,0.0004678562,0.0001585756],"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":[0.000009081715,0.00001391218,0.000007130733,0.00002703717,0.000005960007,0.000026979,0.0001092553,0.7026951,0.00001616418,0.001626611,0.00001210406,0.2954506],"study_design_scores_gemma":[0.0002981495,0.0004239914,0.000006980414,0.0004798934,0.00000693114,0.00002132236,5.645543e-9,0.9841383,0.001149643,0.01044082,0.002387793,0.0006461625],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000006049258,0.0001096668,0.9968054,0.000178503,0.0001815533,0.001486697,0.000004484563,0.001166014,0.0000616337],"genre_scores_gemma":[0.01949964,0.000004533266,0.9797416,0.0003705742,0.0001549378,0.00009685066,0.000008694058,0.00006428586,0.00005885641],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2948045,"threshold_uncertainty_score":0.9997306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02371939430780066,"score_gpt":0.2446365579907964,"score_spread":0.2209171636829957,"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."}}