{"id":"W7097574269","doi":"","title":"Author manuscript, published in "ACM SIGCOMM Workshop on Home Networks Canada (2011)" Helping Users Shop for ISPs with Internet Nutrition Labels","year":2013,"lang":"en","type":"article","venue":"","topic":"Green IT and Sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Upload; Download; The Internet; Purchasing; Service (business); Service provider; Internet service provider","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000456816,0.0004716947,0.0005292827,0.0002698863,0.00009105793,0.0003664906,0.0006002382,0.0002859036,0.0009791539],"category_scores_gemma":[0.0002188954,0.0004184892,0.00009425388,0.0004146685,0.00005808012,0.0007732014,0.0001125422,0.0006243971,0.00002496051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053939,"about_ca_system_score_gemma":0.000124362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1268276,"about_ca_topic_score_gemma":0.7696838,"domain_scores_codex":[0.9973782,0.00007575355,0.0005952364,0.0005683726,0.0003368791,0.001045504],"domain_scores_gemma":[0.9980174,0.0003934157,0.00007257283,0.0009568465,0.0002550179,0.0003047642],"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":[0.0002151529,0.0002251575,0.02205689,0.0007004198,0.0001470638,0.00001558887,0.0007660327,0.03780261,0.00007265151,0.0006680594,0.9311625,0.006167812],"study_design_scores_gemma":[0.01200826,0.00063517,0.07906438,0.001924816,0.0001843177,0.00004410382,0.01260552,0.4207859,0.0005393282,0.008222979,0.4580965,0.00588874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475753,0.0002928064,0.0416953,0.005294268,0.001094716,0.002441354,0.00002269908,0.0004890364,0.001094476],"genre_scores_gemma":[0.9808464,0.00001531629,0.004533829,0.0004331805,0.0001988489,0.0007570029,0.0002306863,0.000106018,0.01287871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6428561,"threshold_uncertainty_score":0.9999341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312594503934941,"score_gpt":0.223055346889841,"score_spread":0.1999294018504915,"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."}}