{"id":"W4247329450","doi":"10.1145/2544173.2509525","title":"Multiverse","year":2013,"lang":"en","type":"article","venue":"ACM SIGPLAN Notices","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada; Georgia Institute of Technology; National Science Foundation","keywords":"Computer science; Scalability; Speculative execution; Speculative multithreading; Task parallelism; Speculation; Implicit parallelism; Parallel computing; Commit; Exploit; Programming paradigm; Instruction-level parallelism; Parallelism (grammar); Semantics (computer science); Programming language; Multithreading; Thread (computing); Operating system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001297386,0.0008950488,0.0006860354,0.0007550558,0.0007628102,0.002333607,0.002977305,0.001060581,0.04611912],"category_scores_gemma":[0.00325134,0.0006866928,0.001227276,0.0006806958,0.0009770199,0.004214617,0.004585539,0.001625848,0.01264173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007436419,"about_ca_system_score_gemma":0.001228719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001321623,"about_ca_topic_score_gemma":0.001892381,"domain_scores_codex":[0.9988268,0.0001581438,0.00008300677,0.0002856627,0.0004734051,0.0001729647],"domain_scores_gemma":[0.9985952,0.0003131176,0.00008069866,0.0006397335,0.0002630395,0.0001081938],"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":[0.001154212,0.0002264586,0.003017738,0.0009462349,0.0001523895,0.0006519398,0.0009621272,0.01919977,0.0226728,0.3203652,0.1785657,0.4520852],"study_design_scores_gemma":[0.000173575,0.000183486,0.0006752388,0.0001537528,0.00007083116,0.0006608452,0.0001630988,0.08264513,0.02949174,0.1529943,0.732676,0.0001120054],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01610319,0.001337583,0.7995163,0.001160954,0.0008303177,0.0003829667,0.003150903,0.08639161,0.0911261],"genre_scores_gemma":[0.231687,0.00134996,0.5830662,0.001588621,0.0003550013,0.0007245287,0.01085429,0.02024163,0.1501327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04611912,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01998005537684545,"score_gpt":0.2529514713999429,"score_spread":0.2329714160230975,"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."}}