{"id":"W2979900520","doi":"10.1145/3352460.3358301","title":"DynaSprint","year":2019,"lang":"en","type":"article","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Semiconductor Research Corporation; National Science Foundation","keywords":"Sprint; Computer science; Cache; Software; Simulation; Operating system; Software 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007122,0.001471683,0.0005438033,0.0004655764,0.0004811789,0.001278307,0.002701973,0.0007239863,0.01182236],"category_scores_gemma":[0.003136409,0.0008636609,0.0006944207,0.0002996332,0.0006491542,0.002226614,0.001699757,0.00164606,0.003819832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008013933,"about_ca_system_score_gemma":0.001177087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00206088,"about_ca_topic_score_gemma":0.003338021,"domain_scores_codex":[0.999105,0.0001146139,0.00005850235,0.0002942184,0.0003110367,0.0001164742],"domain_scores_gemma":[0.9982768,0.0004596011,0.0001702741,0.0006481946,0.0003142684,0.0001307835],"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":[0.0032457,0.0006451556,0.0211005,0.00137382,0.0004589306,0.0008075388,0.0008921828,0.1137001,0.08786523,0.04659969,0.2133458,0.5099653],"study_design_scores_gemma":[0.0002113328,0.0004451415,0.003932033,0.00009530922,0.0001217203,0.0005190165,0.00006833598,0.6730888,0.1002664,0.01756635,0.2034957,0.0001897576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.10345,0.001484284,0.4803825,0.0004986557,0.000584787,0.0003016304,0.002550882,0.3788601,0.03188718],"genre_scores_gemma":[0.6934266,0.0008886742,0.2130588,0.0009151218,0.0001632141,0.0004954481,0.006499275,0.03263605,0.05191681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01182236,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008122020047612871,"score_gpt":0.232413719262926,"score_spread":0.2242916992153132,"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."}}