{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001403723,0.00003223003,0.00003514856,0.00003349185,0.00002003869,0.00005862159,0.0003646153,0.00001535988,0.000004222747],"category_scores_gemma":[0.00002336365,0.00002673101,0.00001073649,0.000144607,0.000006322078,0.0001437203,0.0001112467,0.0000237026,0.0001142285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001021474,"about_ca_system_score_gemma":0.00003219797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008129017,"about_ca_topic_score_gemma":4.541292e-7,"domain_scores_codex":[0.9996656,0.00001473761,0.00005578581,0.00009774066,0.00009026631,0.00007586279],"domain_scores_gemma":[0.9996469,0.000009500487,0.00001359657,0.0002058395,0.00005844722,0.00006569507],"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":[0.000001054023,0.00003608651,0.0006395284,0.000001120999,0.000003930429,0.000007346493,0.0003865032,0.003861658,0.00002717352,0.769091,0.1945212,0.03142348],"study_design_scores_gemma":[0.0002255869,0.00007369379,0.0001806197,0.000003440732,7.227261e-7,0.00002473383,0.00001162771,0.8846584,0.00444564,0.04593374,0.0642614,0.0001803763],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0002376164,0.0000244867,0.8807241,0.0005102244,0.00007612768,0.0000187619,1.828501e-8,0.0008211276,0.1175875],"genre_scores_gemma":[0.2831945,0.000001243903,0.7143894,0.0004883547,0.00001720106,0.000001282403,2.025538e-7,0.000001584722,0.001906253],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8807967,"threshold_uncertainty_score":0.1468214,"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."}}