{"id":"W7110242016","doi":"10.1109/saner-c66551.2025.00022","title":"Instrumenting Transaction Trace Properties in Smart Contracts: Extending EVM for Real-Time Security","year":2025,"lang":"","type":"article","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"PTC (Canada); Inuit Tapiriit Kanatami","funders":"","keywords":"Database transaction; TRACE (psycholinguistics); Leverage (statistics); Block (permutation group theory); Simple (philosophy); Transaction processing","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":[0.009449951,0.0008886238,0.000613984,0.002083242,0.0006291005,0.003112562,0.001729252,0.001203429,0.002015712],"category_scores_gemma":[0.03434907,0.0006405575,0.001322905,0.00135465,0.003149437,0.01004077,0.002816145,0.002694145,0.0004657841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002129931,"about_ca_system_score_gemma":0.002678788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003151366,"about_ca_topic_score_gemma":0.003217617,"domain_scores_codex":[0.9905269,0.003421762,0.0009075687,0.001125836,0.003327238,0.0006906275],"domain_scores_gemma":[0.9712587,0.01297861,0.003676044,0.008217102,0.003454273,0.0004153627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000533284,0.0004047335,0.02062836,0.0006259047,0.0001223312,0.001179254,0.001634513,0.2023932,0.02729366,0.5309314,0.002703249,0.21155],"study_design_scores_gemma":[0.00003567556,0.0002230347,0.00112736,0.0001633476,0.00004435455,0.0004040876,0.000219989,0.7411999,0.02602261,0.2215931,0.008895797,0.00007083012],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03813627,0.000229999,0.9555538,0.000490881,0.00005083538,0.0001784554,0.0002124834,0.00226364,0.002883711],"genre_scores_gemma":[0.6715597,0.0002733695,0.3252436,0.0003285268,0.00006493094,0.0002393628,0.0004022692,0.0003610137,0.001527261],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009449951,"threshold_uncertainty_score":0.04997671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275749761589404,"score_gpt":0.2483386632532148,"score_spread":0.2355811656373208,"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."}}