{"id":"W4242367494","doi":"10.1109/dsn48063.2020.00014","title":"Rising Star in Dependability Award","year":2020,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of Illinois at Urbana-Champaign; Killam Trusts","keywords":"Dependability; Nomination; Fault tolerance; Computer science; Field (mathematics); Star (game theory); Software engineering; Operating system; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01110133,0.00137802,0.001254939,0.002285434,0.003292679,0.009791672,0.001963701,0.004139408,0.1175553],"category_scores_gemma":[0.01567608,0.000503463,0.001313411,0.00163488,0.001361152,0.003711235,0.006143106,0.008414195,0.09493972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003585628,"about_ca_system_score_gemma":0.01014674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863897,"about_ca_topic_score_gemma":0.004665335,"domain_scores_codex":[0.9904507,0.0008400391,0.0003725303,0.0007258737,0.005708165,0.001902784],"domain_scores_gemma":[0.9632258,0.001218722,0.0005850173,0.001343108,0.01464245,0.0189849],"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":[0.00004294909,0.0000523381,0.0003154755,0.00007649133,0.000007506097,0.0001307061,0.00006352225,0.0001684125,0.0003480836,0.01130924,0.9434437,0.0440415],"study_design_scores_gemma":[0.00001246404,0.00006286975,0.0004465402,0.00006756508,0.00000512486,0.0001427145,0.00005463661,0.00029286,0.0001926289,0.002804294,0.9959045,0.00001383037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005625156,0.01317507,0.01756074,0.1624976,0.2731822,0.0004113443,0.002479121,0.002903147,0.5221656],"genre_scores_gemma":[0.03225411,0.01021641,0.006449999,0.02182228,0.02168965,0.0002380064,0.00424333,0.00152549,0.9015607],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1175553,"threshold_uncertainty_score":0.3932616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0201911867598628,"score_gpt":0.2433171021616228,"score_spread":0.22312591540176,"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."}}