{"id":"W2985551141","doi":"10.1145/3371934.3371946","title":"Reflections on being CCR editor 2008--2012","year":2019,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Internet privacy; World Wide Web; Data science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03006605,0.0008226137,0.001077681,0.002056969,0.01115228,0.02056214,0.003145339,0.01890989,0.02912154],"category_scores_gemma":[0.119467,0.0007223451,0.001112429,0.002566352,0.004316718,0.01115967,0.004954474,0.03521864,0.01337857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01004352,"about_ca_system_score_gemma":0.02032855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01299491,"about_ca_topic_score_gemma":0.03254686,"domain_scores_codex":[0.975995,0.004809163,0.001623226,0.002379409,0.009321138,0.005871972],"domain_scores_gemma":[0.8771433,0.03400204,0.009644251,0.002697691,0.04259789,0.0339149],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001819397,0.000007042759,0.0001240006,0.00003390566,0.000002703675,0.0001011782,0.0002123536,0.00001817054,0.00002555207,0.002523446,0.9932685,0.003664961],"study_design_scores_gemma":[0.0000115054,0.00001992151,0.0004416434,0.0001578186,0.000005493356,0.0001548966,0.000868401,0.00002573527,0.00007713534,0.00052664,0.9976813,0.00002955131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005659906,0.00414216,0.0001179086,0.8824052,0.1038909,0.000006907576,0.00007804185,0.0000393902,0.008753612],"genre_scores_gemma":[0.02388849,0.008379931,0.0005359781,0.7340447,0.1601005,0.00006112664,0.0001694858,0.0003912577,0.0724286],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9699339,"threshold_uncertainty_score":0.1590064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408824392984382,"score_gpt":0.3232150801329333,"score_spread":0.2891268362030894,"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."}}