{"id":"W2148032086","doi":"10.1145/2694344.2694356","title":"DeNovoSync","year":2015,"lang":"en","type":"article","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministère de l'Économie, de la Science et de l'Innovation - Québec; National Science Foundation","keywords":"Computer science; Synchronization (alternating current); Exploit; Cache coherence; Cache; Protocol (science); Embedded system; Coherence (philosophical gambling strategy); Parallel computing; Computer network; CPU cache; Computer security; Channel (broadcasting)","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":[0.0008789917,0.0005546261,0.0005642451,0.000722459,0.0007328033,0.001762157,0.003015348,0.0007977213,0.0195733],"category_scores_gemma":[0.003021863,0.0004969373,0.0004116648,0.0006059533,0.0008279785,0.002212556,0.002344608,0.001283946,0.005117697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007090221,"about_ca_system_score_gemma":0.002043269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003226375,"about_ca_topic_score_gemma":0.007266226,"domain_scores_codex":[0.9991252,0.00008850828,0.00006417676,0.0001725481,0.0004198198,0.000129731],"domain_scores_gemma":[0.9984559,0.0003085657,0.0000944397,0.0006059502,0.0004380136,0.00009716148],"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":[0.002718574,0.0003274521,0.00427007,0.001833339,0.0002048527,0.0004261606,0.0006510715,0.02367816,0.07440599,0.1051105,0.2683153,0.5180586],"study_design_scores_gemma":[0.0006268364,0.0004527376,0.002092491,0.0001953905,0.0001137328,0.0006053968,0.0002675465,0.1739285,0.1039661,0.02850267,0.6890892,0.0001593317],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1040345,0.006167448,0.4618404,0.001483044,0.00223861,0.001082255,0.004169872,0.1533407,0.2656431],"genre_scores_gemma":[0.5646703,0.002389149,0.2509767,0.002280714,0.0003039285,0.001051759,0.01247273,0.01412878,0.1517259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0195733,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03984776990169188,"score_gpt":0.2747072372493459,"score_spread":0.2348594673476541,"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."}}