{"id":"W2133640365","doi":"10.1109/tpds.2004.1264797","title":"The impact of negative acknowledgments in shared memory scientific applications","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Parallel and Distributed Systems","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":5,"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; Scalability; Node (physics); Protocol (science); Speedup; Computer network; Distributed computing; Shared memory; Asynchronous communication; Parallel 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003092295,0.000143604,0.0001872478,0.0001506467,0.0004717833,0.0002673274,0.0004510978,0.00006653272,0.000001573535],"category_scores_gemma":[0.000007910365,0.000102776,0.00008970434,0.0008008745,0.0001212797,0.0002207951,0.000005900219,0.0001408221,0.0000105901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001387874,"about_ca_system_score_gemma":0.0001405246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002806126,"about_ca_topic_score_gemma":0.00003622411,"domain_scores_codex":[0.9988233,0.00008647561,0.0003627635,0.0003162396,0.0001882084,0.0002230116],"domain_scores_gemma":[0.9990404,0.0001299832,0.0001375158,0.0004420706,0.0001647293,0.00008530766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001757349,0.0001798365,0.00003114422,0.00001201205,0.00002806425,9.037047e-7,0.000339691,0.9966545,0.0001292338,0.001262118,0.0001930573,0.001151932],"study_design_scores_gemma":[0.003630242,0.0004558254,0.003043399,0.0003272011,0.00002334904,0.00003759766,0.0004792676,0.9811731,0.002639549,0.007208645,0.0003562956,0.0006255546],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005395815,0.000233449,0.9931479,0.00007481889,0.0001806073,0.0005440629,0.0001033431,0.0001257998,0.0001942763],"genre_scores_gemma":[0.9967735,0.00005008281,0.002803754,0.0000036567,0.000009308575,0.0002096578,0.00001137455,0.000005504402,0.0001331893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9913777,"threshold_uncertainty_score":0.4191082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834529709627983,"score_gpt":0.2764260506129373,"score_spread":0.2580807535166575,"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."}}