{"id":"W4234126694","doi":"10.1145/2980024.2872398","title":"Sidewinder","year":2016,"lang":"en","type":"article","venue":"ACM SIGARCH Computer Architecture News","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Huawei Technologies (Canada); University of Toronto","funders":"","keywords":"Computer science; Software portability; Interface (matter); Embedded system; Software deployment; Participatory sensing; Mobile device; Real-time computing; 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":[0.0004269003,0.001253496,0.0004681676,0.0006008366,0.0003858874,0.001382433,0.001903284,0.0007789299,0.1299552],"category_scores_gemma":[0.001411524,0.0006294439,0.000532012,0.0004011379,0.0002636759,0.0020495,0.002386037,0.00120418,0.06841972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002361833,"about_ca_system_score_gemma":0.0005286043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001202832,"about_ca_topic_score_gemma":0.002314439,"domain_scores_codex":[0.9995172,0.00003847863,0.00002659466,0.0001326461,0.0001990174,0.00008616408],"domain_scores_gemma":[0.9992674,0.0001251629,0.00004058761,0.0003005985,0.0001781424,0.00008809457],"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":[0.001282727,0.0002004291,0.002867906,0.0005893349,0.0000669254,0.0004200627,0.0005032846,0.002147691,0.04487576,0.0140608,0.4184711,0.5145139],"study_design_scores_gemma":[0.0001753639,0.0002285977,0.002254535,0.00009069563,0.00005099781,0.0004800938,0.0001097657,0.02085603,0.03521084,0.006157306,0.9343143,0.00007142297],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.02055002,0.001149978,0.3354276,0.0007502722,0.001165238,0.000744161,0.006380191,0.3522294,0.2816032],"genre_scores_gemma":[0.1895432,0.001311768,0.1766882,0.002068253,0.000336749,0.000825381,0.02093999,0.04355031,0.5647362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1299552,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02321218553159468,"score_gpt":0.2490730536466675,"score_spread":0.2258608681150728,"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."}}