{"id":"W3157108560","doi":"10.1145/3447786.3456256","title":"M3","year":2021,"lang":"en","type":"article","venue":"","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; VMware","keywords":"Computer science; Software; Data center; Operating system; Distributed computing; Computer architecture; Embedded system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000887374,0.0006993752,0.0003712299,0.000639455,0.00145794,0.002273318,0.002056491,0.001630228,0.05349849],"category_scores_gemma":[0.001926977,0.0002627692,0.0006678842,0.0006739895,0.0004662963,0.00204407,0.002887385,0.00115205,0.03735359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008612912,"about_ca_system_score_gemma":0.001600938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00272155,"about_ca_topic_score_gemma":0.003374237,"domain_scores_codex":[0.998948,0.0001321998,0.00004176038,0.0002172261,0.0004619348,0.0001988719],"domain_scores_gemma":[0.9990163,0.0000929645,0.0000383652,0.0003282452,0.0003748303,0.0001493927],"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":[0.0008743379,0.0002775721,0.003381879,0.0005080668,0.00005941261,0.0006145866,0.0003695938,0.005196999,0.02792968,0.1232936,0.2574447,0.5800495],"study_design_scores_gemma":[0.0000687319,0.0002519651,0.001065323,0.00008014825,0.00003584034,0.0006571914,0.0001288941,0.02145478,0.01864104,0.0194121,0.9381566,0.00004738041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02417452,0.001655045,0.467666,0.003998944,0.002358901,0.001036057,0.002534905,0.02246694,0.4741086],"genre_scores_gemma":[0.2900419,0.001926183,0.2984022,0.00666711,0.001025272,0.0007504094,0.009500127,0.002947721,0.3887391],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9465015,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132610383123175,"score_gpt":0.2166887051721818,"score_spread":0.20536260134095,"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."}}