{"id":"W2122708961","doi":"10.1145/1854273.1854307","title":"AKULA","year":2010,"lang":"en","type":"article","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Science Council","keywords":"Computer science; Multi-core processor; Scheduling (production processes); Debugging; Distributed computing; Embedded system; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002064384,0.002562528,0.00128117,0.003015464,0.001373973,0.006108797,0.004699057,0.002388228,0.3443664],"category_scores_gemma":[0.009445895,0.001597725,0.001689662,0.001852878,0.0009601013,0.008235727,0.005529841,0.003162989,0.3361498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463591,"about_ca_system_score_gemma":0.002219699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002255083,"about_ca_topic_score_gemma":0.001958445,"domain_scores_codex":[0.9978247,0.0003019667,0.0001997977,0.0005577357,0.0008187932,0.0002969531],"domain_scores_gemma":[0.9960896,0.0008715976,0.0002748335,0.001180433,0.001146193,0.0004372836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007220632,0.0002286369,0.001882401,0.001354485,0.00008006293,0.0004464005,0.0003969407,0.002756672,0.006700186,0.04167682,0.5362944,0.407461],"study_design_scores_gemma":[0.00008602949,0.00007107827,0.0007520587,0.0002151263,0.0000287832,0.0004637121,0.00008091887,0.00523851,0.005435852,0.01518555,0.9723741,0.00006836926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.004856008,0.002214624,0.1986711,0.002259727,0.00186293,0.000751449,0.02337395,0.4447684,0.3212418],"genre_scores_gemma":[0.05829778,0.00377261,0.2230495,0.003966544,0.000636205,0.001582408,0.07841645,0.1202793,0.5099992],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3443664,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008945982939843167,"score_gpt":0.2485752236732015,"score_spread":0.2396292407333584,"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."}}