{"id":"W2055534506","doi":"10.1109/hpcs.2006.48","title":"Toward a Software Infrastructure for the Cyclops-64 Cellular Architecture","year":2006,"lang":"en","type":"article","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Manitoba","keywords":"Cyclops; Computer science; Software; Architecture; Software architecture; Computer architecture; Operating system; Geology; Geography; Oceanography","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":[0.002055631,0.0008104761,0.0003806631,0.001229243,0.0007249197,0.002074781,0.002453296,0.0008380025,0.005453424],"category_scores_gemma":[0.005672611,0.0009038674,0.0006349794,0.0008006628,0.0008491069,0.002758462,0.002685629,0.002816183,0.002913648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001850054,"about_ca_system_score_gemma":0.00537566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00620574,"about_ca_topic_score_gemma":0.004367067,"domain_scores_codex":[0.9984486,0.0002626861,0.00010486,0.0002092599,0.0006836359,0.0002909068],"domain_scores_gemma":[0.9977072,0.0003922551,0.0001826965,0.0005240544,0.0008875961,0.0003060963],"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":[0.0006917595,0.0005102091,0.007870073,0.0006758886,0.0001329538,0.0006946802,0.00118244,0.09077136,0.06455652,0.242511,0.09097172,0.4994315],"study_design_scores_gemma":[0.0002322327,0.0006383494,0.002795973,0.0004304076,0.00010058,0.0003893533,0.0003116346,0.5206637,0.05728146,0.03740019,0.3796053,0.0001507769],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02962947,0.0007869206,0.910596,0.001285121,0.0002868074,0.000522276,0.0002532757,0.0388075,0.01783275],"genre_scores_gemma":[0.2657475,0.001242105,0.7072682,0.0008186903,0.0001566186,0.0007910454,0.002872924,0.00457635,0.01652654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00620574,"threshold_uncertainty_score":0.01824355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009282512787451376,"score_gpt":0.2198787012711255,"score_spread":0.2105961884836741,"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."}}