{"id":"W2094928679","doi":"10.1145/1453101.1453122","title":"Generation of concurrency control code using discrete-event systems theory","year":2008,"lang":"en","type":"article","venue":"","topic":"Petri Nets in System Modeling","field":"Computer Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Concurrency; Deadlock; Concurrency control; Java; Programming language; Code (set theory); Event (particle physics); Concurrent object-oriented programming; Distributed computing; Code generation; Concurrent computing; Scheme (mathematics); Programming paradigm; Operating system; Reactive programming; Inductive programming; Key (lock); Mathematics","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":[0.0006948111,0.0001191251,0.0002569073,0.00009407321,0.0001246408,0.00004241073,0.0004937471,0.00005500274,0.000006706521],"category_scores_gemma":[0.00004593054,0.00009757795,0.00006713098,0.0002095409,0.00005101413,0.0003576666,0.00008137615,0.0000627829,0.00000825586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006692371,"about_ca_system_score_gemma":0.0001180073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006280031,"about_ca_topic_score_gemma":0.00000256607,"domain_scores_codex":[0.9984004,0.0002642589,0.0004913266,0.0002832536,0.0003624019,0.000198392],"domain_scores_gemma":[0.9989508,0.0001145844,0.0002151215,0.0004995877,0.0001590021,0.0000609475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001172756,0.00008387824,0.001876258,0.00008338787,0.00008267033,0.00002640825,0.00159759,0.3832835,0.06095668,0.5492978,0.0005977926,0.002102348],"study_design_scores_gemma":[0.0004005502,0.00003001072,0.00003552057,0.00004210429,0.000006625146,0.00008597413,0.00002883724,0.9966156,0.002364382,0.0001679214,0.0001015537,0.0001208541],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08354024,0.0008916524,0.9132691,0.00002230986,0.0009793178,0.0002228279,0.000006926045,0.00008075713,0.0009868493],"genre_scores_gemma":[0.9885167,0.00001286004,0.01106994,0.00003875923,0.0001470871,0.000009385957,0.000001477459,0.000007442911,0.0001962987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9049765,"threshold_uncertainty_score":0.3979113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09760888605961107,"score_gpt":0.3030959711059351,"score_spread":0.205487085046324,"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."}}