{"id":"W3019557951","doi":"10.1145/3016078.2851160","title":"Be my guest","year":2016,"lang":"en","type":"article","venue":"ACM SIGPLAN Notices","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Lock (firearm); Scalability; FIFO and LIFO accounting; Queue; FIFO (computing and electronics); Computer network; Context (archaeology); Partition (number theory); Distributed 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00103422,0.000861778,0.0005603194,0.0006294178,0.003577402,0.004953267,0.001069513,0.001524459,0.4234825],"category_scores_gemma":[0.004966951,0.0002872178,0.0005875707,0.000445107,0.0008466856,0.004153846,0.005500062,0.002669813,0.2756808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007839888,"about_ca_system_score_gemma":0.001340416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00131422,"about_ca_topic_score_gemma":0.002908222,"domain_scores_codex":[0.9990354,0.000178397,0.00003224948,0.00018784,0.0002888423,0.0002773688],"domain_scores_gemma":[0.9966897,0.0001933377,0.0001672895,0.0002496804,0.0006263814,0.002073581],"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":[0.00007112029,0.00004915865,0.001172924,0.00006766428,0.000007592691,0.0003186532,0.0007006453,0.00004330948,0.0004447559,0.008561467,0.9244204,0.06414232],"study_design_scores_gemma":[0.000004912935,0.00002624072,0.0003966352,0.00004587111,0.000003973793,0.0004555459,0.000503671,0.00006164497,0.0001231193,0.001512189,0.9968556,0.00001050715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01080415,0.004700363,0.01178361,0.06011251,0.04803419,0.0002963439,0.001911569,0.003972438,0.8583848],"genre_scores_gemma":[0.03112881,0.001653993,0.003534522,0.01518875,0.004069861,0.0001184194,0.0008834885,0.0007864124,0.9426359],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4234825,"threshold_uncertainty_score":0.8223322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383788860117256,"score_gpt":0.2431696093847188,"score_spread":0.2193317207835462,"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."}}