{"id":"W3046448991","doi":"10.1109/ipdpsw50202.2020.00110","title":"Development of Parallel CFD Applications on Distributed Memory with Chapel","year":2020,"lang":"en","type":"article","venue":"","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computational fluid dynamics; Computer science; Solver; Chapel; Software; Flexibility (engineering); Interface (matter); Computer architecture; Software engineering; Computational science; Operating system; Parallel computing; Programming language; Engineering; Aerospace engineering","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":[0.0001056407,0.0001311671,0.0001845944,0.00002865979,0.00009698542,0.00004548512,0.0007311668,0.00003387118,0.0000107948],"category_scores_gemma":[0.000006686692,0.00009827514,0.00003306708,0.0004713018,0.00002587396,0.00007567725,0.0001249506,0.0000774222,0.0001177407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001944409,"about_ca_system_score_gemma":0.0001267709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000399355,"about_ca_topic_score_gemma":0.000002333781,"domain_scores_codex":[0.9988736,0.00002356188,0.0002891494,0.0003385217,0.0002830893,0.000192096],"domain_scores_gemma":[0.9992611,0.00004355718,0.0001238092,0.0003466405,0.00008138356,0.0001434406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001816866,0.001195883,0.0015535,0.0004995594,0.000420365,0.00003563824,0.01301297,0.07488907,0.002397156,0.7614629,0.01814476,0.1262065],"study_design_scores_gemma":[0.00414943,0.001030082,0.01188255,0.0002524281,0.00003179751,0.00003759162,0.0009025645,0.3481886,0.01194437,0.0007678366,0.6189411,0.001871637],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003616424,0.0000164597,0.9874071,0.001030044,0.00002846501,0.000276357,0.00001067919,0.000229332,0.007385134],"genre_scores_gemma":[0.8639306,5.285549e-7,0.1354999,0.0003547016,0.00003606146,0.00004272097,0.00004511364,0.000005626836,0.00008481101],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8603141,"threshold_uncertainty_score":0.4007544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02675873798608561,"score_gpt":0.2288525911711216,"score_spread":0.202093853185036,"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."}}