{"id":"W2109763887","doi":"10.1145/2628071.2628118","title":"SQRL","year":2014,"lang":"en","type":"article","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Exploit; Parallel computing; Data structure; Locality; Kernel (algebra); Cache; Fetch; Software; Computation; Embedded system; Computer architecture; Operating system; Algorithm","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":[0.0001265866,0.00002957051,0.0000338161,0.00002769043,0.00003548057,0.00004979894,0.0003345556,0.00001363498,0.00001109682],"category_scores_gemma":[0.00001797366,0.00002429121,0.00001339982,0.00009521122,0.000005668649,0.00008532048,0.00007720631,0.00002199988,0.00008443829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003001079,"about_ca_system_score_gemma":0.00000471321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003301529,"about_ca_topic_score_gemma":2.581849e-7,"domain_scores_codex":[0.999706,0.00001987549,0.00005049357,0.00009905385,0.00005493335,0.00006969153],"domain_scores_gemma":[0.9996956,0.00002352742,0.00001299585,0.0002220785,0.00002100655,0.00002476292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[1.231092e-7,0.000008299809,0.0001203404,7.947019e-7,8.641364e-7,1.790145e-7,0.00003208361,0.0008249121,0.00003280197,0.9214329,0.01665191,0.0608948],"study_design_scores_gemma":[0.00004515156,0.00002147241,0.0002741776,0.000001615085,2.059122e-7,0.000002203737,3.638955e-7,0.9292247,0.002356442,0.01688519,0.05112687,0.00006156967],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001014863,0.000003789805,0.8270026,0.0004787993,0.00004806039,0.00001263284,7.581938e-9,0.0007434151,0.1716092],"genre_scores_gemma":[0.3877363,0.000001207701,0.6100855,0.0007309365,0.00001837617,9.771518e-7,1.25197e-7,0.000001234112,0.001425322],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9283998,"threshold_uncertainty_score":0.1085311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014022001730391,"score_gpt":0.2363827302437603,"score_spread":0.2262425102264564,"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."}}