{"id":"W1965621944","doi":"10.1016/j.scico.2009.01.004","title":"A study of potential parallelism among traces in Java programs","year":2009,"lang":"en","type":"article","venue":"Science of Computer Programming","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Parallelism (grammar); Java; Programming language; Task parallelism; Parallel computing","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":[0.001737263,0.0002198169,0.0004589323,0.0004754883,0.0001418808,0.0003665609,0.002612205,0.00005891589,5.310005e-7],"category_scores_gemma":[0.00001853558,0.0001970327,0.00009932954,0.00269415,0.0003370889,0.0009167768,0.0003432858,0.0001774988,0.000001572304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003440808,"about_ca_system_score_gemma":0.0001524454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001682331,"about_ca_topic_score_gemma":0.00002096453,"domain_scores_codex":[0.9966575,0.0001266921,0.0008210407,0.0007096104,0.001031115,0.0006540565],"domain_scores_gemma":[0.9984298,0.00003365213,0.0004358388,0.0006909019,0.0002677916,0.000142003],"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":[0.00001414182,0.003143754,0.02657697,0.00004521704,0.00001819418,0.00008225876,0.01412032,0.02081236,0.0004503175,0.003849958,0.00001846741,0.930868],"study_design_scores_gemma":[0.003251142,0.00745957,0.4443795,0.0006406752,0.00002107088,0.00008272505,0.00170229,0.5381283,0.0007861245,0.002431041,0.0001948657,0.0009226452],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7732121,0.00005026652,0.2254128,0.00006169039,0.000361364,0.0006853364,2.301432e-7,0.0001120157,0.0001042208],"genre_scores_gemma":[0.9359565,8.643544e-7,0.0639486,0.000009508414,0.00006008263,0.00001201622,0.000001137297,0.000004519519,0.000006820466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9299454,"threshold_uncertainty_score":0.8034762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634485582840216,"score_gpt":0.2630583238661413,"score_spread":0.2467134680377391,"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."}}