{"id":"W3162816709","doi":"10.1145/2043164.2018439","title":"Let the market drive deployment","year":2011,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Research England; Microsoft Research; National Science Foundation","keywords":"Software deployment; Computer science; Computer security; The Internet; Revenue; Default-free zone; IPv6; Incentive; Routing (electronic design automation); Computer network; Routing protocol; Business; Static routing; World Wide Web; Finance","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":[0.001681697,0.0002386104,0.0004201818,0.00005076274,0.0002965741,0.0001084218,0.008679938,0.00004414898,0.000333764],"category_scores_gemma":[0.00009079109,0.0001613745,0.0002806226,0.000469459,0.00008832551,0.0003132233,0.003126206,0.0003816698,0.0002175655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004132689,"about_ca_system_score_gemma":0.0000335326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003433688,"about_ca_topic_score_gemma":0.00002908097,"domain_scores_codex":[0.9972937,0.001029713,0.0006853699,0.0003618577,0.0003502764,0.000279147],"domain_scores_gemma":[0.9948735,0.0004820706,0.0003876307,0.003951318,0.0002198908,0.00008554549],"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":[0.000002233026,0.0002275057,0.00009282849,0.0006303199,0.000224774,0.000007056679,0.001786897,0.00002224575,9.136876e-7,0.2211853,0.4983746,0.2774454],"study_design_scores_gemma":[0.0003046838,0.0001185585,0.001403808,0.01005637,0.0002311263,0.00008890506,0.00002645487,0.2940212,0.00002143403,0.0005201697,0.6925414,0.0006658167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00009212245,0.2263986,0.7311149,0.03196828,0.0002705304,0.0008946942,0.000001306704,0.0003597861,0.008899778],"genre_scores_gemma":[0.3398617,0.3016544,0.271942,0.08571805,0.0001131422,0.0002103848,0.000036219,0.00003926716,0.0004247725],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4591729,"threshold_uncertainty_score":0.9966836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04466105561956238,"score_gpt":0.2677887574656507,"score_spread":0.2231277018460883,"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."}}