{"id":"W2767106296","doi":"10.1145/3232521","title":"CODA","year":2018,"lang":"en","type":"article","venue":"ACM Transactions on Architecture and Code Optimization","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"Advanced Micro Devices; National Science Foundation","keywords":"Thread (computing); Scalability; Exploit; Multithreading; Scheduling (production processes); Data structure; CAS latency; Distributed memory; Shared memory","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":[0.0001065395,0.0001361837,0.0001062255,0.0002032225,0.0003793895,0.0001247477,0.0004504948,0.00007374688,0.0000414819],"category_scores_gemma":[0.00001833423,0.0001247708,0.0000372061,0.0004265425,0.00008351202,0.0001684457,0.00002028725,0.0001437325,0.00001301599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000143989,"about_ca_system_score_gemma":0.0000257554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004920739,"about_ca_topic_score_gemma":0.00001205358,"domain_scores_codex":[0.9991299,0.00005821708,0.0001552162,0.0003392297,0.0001465662,0.0001708645],"domain_scores_gemma":[0.9991556,0.00007261094,0.00005194879,0.0005471318,0.00009615106,0.00007650911],"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":[0.00001919714,0.00005475801,0.000008380505,0.000004737456,0.00001533825,0.000001124792,0.0005866417,0.7662878,0.00005017443,0.001643614,0.000187494,0.2311407],"study_design_scores_gemma":[0.0003418001,0.0003729241,0.00005613229,0.00002667458,0.00001126412,0.00003727534,0.00000943892,0.9842404,0.003226895,0.006432632,0.004992959,0.0002515764],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001881143,0.00002989571,0.9949312,0.001850184,0.0001378317,0.0001284739,0.000004759258,0.0005899746,0.002139635],"genre_scores_gemma":[0.2173169,0.00008258002,0.7812621,0.0009625326,0.0000472995,0.00001387238,0.00000407379,0.00001128799,0.0002993942],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2308891,"threshold_uncertainty_score":0.5088006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265179786061752,"score_gpt":0.2498807854999817,"score_spread":0.2372289876393642,"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."}}