{"id":"W1968630848","doi":"10.1145/2145694.2145731","title":"OCTAVO","year":2012,"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":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Datapath; Field-programmable gate array; Computer science; Stratix; Pipeline (software); Parallel computing; Application-specific integrated circuit; Block (permutation group theory); Architecture; Embedded system; Parameterized complexity; Thread (computing); Computer architecture; Operating system","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002693142,0.0004111328,0.0003445224,0.0005707785,0.0004519532,0.001242784,0.001070775,0.0004635642,0.0606209],"category_scores_gemma":[0.0007595663,0.0002948419,0.0002773511,0.0004500086,0.0003059967,0.001149547,0.001295295,0.0008207467,0.01557472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005626718,"about_ca_system_score_gemma":0.0007445606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001389392,"about_ca_topic_score_gemma":0.003073468,"domain_scores_codex":[0.9997008,0.00002486354,0.00001318213,0.00007036174,0.0001287333,0.00006208608],"domain_scores_gemma":[0.9996315,0.00003882038,0.00002088733,0.00009555803,0.0001616208,0.00005161752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001826253,0.0001615024,0.002240522,0.0006745174,0.00005975765,0.0003312265,0.0003439301,0.01298782,0.07346311,0.1168642,0.1764734,0.6145738],"study_design_scores_gemma":[0.0002355694,0.0003929296,0.001613169,0.0001042239,0.00003139087,0.0004242887,0.00007387123,0.04056161,0.02725486,0.01609696,0.9131699,0.00004116791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05407855,0.002628277,0.2876813,0.001054499,0.0007957328,0.0004302165,0.003346249,0.02735394,0.6226311],"genre_scores_gemma":[0.393533,0.002432433,0.1863846,0.001038446,0.0002883317,0.0005658212,0.01415756,0.004632618,0.3969671],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0606209,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195675119636472,"score_gpt":0.2630802198800012,"score_spread":0.243512707916354,"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."}}