{"id":"W4287849818","doi":"10.1109/dsn53405.2022.00010","title":"Rising Star in Dependability Award","year":2022,"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":"Kootenay Association for Science & Technology","funders":"Huawei Technologies","keywords":"Dependability; Nomination; Fault tolerance; Computer science; Field (mathematics); Star (game theory); Software engineering; Operating system; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001159047,0.000067811,0.0001150209,0.00007500645,0.0001781985,0.00003502383,0.00060981,0.00001934683,0.0001476536],"category_scores_gemma":[0.00003215299,0.0000576272,0.0000435997,0.0004843588,0.00001746424,0.0003014751,0.0005686745,0.0001823923,0.00003272452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002053341,"about_ca_system_score_gemma":0.00009346734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004842757,"about_ca_topic_score_gemma":0.00006655451,"domain_scores_codex":[0.998807,0.0001471775,0.0002229995,0.0003206127,0.00029078,0.0002114549],"domain_scores_gemma":[0.9992624,0.00007483329,0.00003346671,0.0005684522,0.00002166902,0.00003915949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000194266,0.0003477398,0.931573,0.00006435496,0.000008142264,0.00003479596,0.002880309,0.003801157,0.0001433414,0.005845614,0.001465788,0.0538163],"study_design_scores_gemma":[0.001476845,0.0003834333,0.7130219,0.00001715793,0.000003558791,0.00008901375,0.00112362,0.2017142,0.001586923,0.01814849,0.06164283,0.0007919963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540543,0.00005018644,0.04223191,0.0008803373,0.0006291169,0.0001767529,0.000001301673,0.0002247216,0.001751365],"genre_scores_gemma":[0.9912635,0.000001287695,0.00836117,0.0002065373,0.00001411947,0.00003043798,6.867976e-7,0.000002834927,0.000119429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2185511,"threshold_uncertainty_score":0.2349969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124585304497862,"score_gpt":0.2380886587253879,"score_spread":0.2268428056804093,"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."}}