{"id":"W4250013586","doi":"10.1145/1851275.1851255","title":"Caliper","year":2010,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Calipers; Computer science; Software; x86; Network packet; Field-programmable gate array; Operating system; Computer network","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0008716493,0.0002274955,0.0003830838,0.00006417646,0.0002697009,0.0002016154,0.007147468,0.00009758423,0.0001308357],"category_scores_gemma":[0.000186202,0.000198255,0.0001686851,0.0005956626,0.00007937565,0.0004666482,0.003009502,0.0006822211,0.0004388575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000016763,"about_ca_system_score_gemma":0.00005169419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000336213,"about_ca_topic_score_gemma":0.00002548784,"domain_scores_codex":[0.9982257,0.0003146893,0.0005106676,0.0003831083,0.000268735,0.000297139],"domain_scores_gemma":[0.991131,0.0007771253,0.0002166585,0.007527947,0.0001944732,0.0001528159],"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":[7.547837e-7,0.0001156966,0.0007554315,0.0001959948,0.00002584946,0.000003148878,0.0001225421,0.00001235942,0.0000281865,0.08678409,0.1511341,0.7608219],"study_design_scores_gemma":[0.0002275349,0.00003499711,0.002510524,0.0008242098,0.00001962806,0.00007060322,7.885992e-7,0.01239072,0.00001959459,0.006080193,0.9774532,0.0003679839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001062629,0.1270625,0.7927617,0.07055956,0.001740004,0.001076115,0.000003247146,0.001508108,0.004226173],"genre_scores_gemma":[0.03840687,0.05879918,0.8681052,0.03408722,0.0002618332,0.0001272748,0.00004488367,0.00003377537,0.0001337902],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8263191,"threshold_uncertainty_score":0.9982243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881606835102667,"score_gpt":0.2758573858022811,"score_spread":0.2570413174512545,"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."}}