{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003715307,0.00007709755,0.0001372979,0.00002619329,0.00003913474,0.00005022417,0.00046627,0.00004462587,0.00003014558],"category_scores_gemma":[0.0001015631,0.00005878475,0.00004211114,0.0003919684,0.00002077301,0.0004342524,0.0001843026,0.0001177185,0.000163013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000456937,"about_ca_system_score_gemma":0.00006324531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001574141,"about_ca_topic_score_gemma":0.00003536932,"domain_scores_codex":[0.9990075,0.00005841044,0.000230011,0.0003396317,0.0001749395,0.0001894931],"domain_scores_gemma":[0.9994263,0.00005994074,0.00002763283,0.0003588901,0.0000325954,0.00009463362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002069822,0.0001131374,0.9319782,0.0001917593,0.000008679758,0.00002658212,0.004753789,0.0005061785,0.0003842481,0.003110578,0.00133823,0.05756795],"study_design_scores_gemma":[0.001336901,0.0002904189,0.5758918,0.00005009007,0.000003777682,0.00001258048,0.00033617,0.3898428,0.007732993,0.00467959,0.01911778,0.000705129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7661142,0.00004006255,0.2259908,0.00561732,0.0002148797,0.0001605502,5.024866e-7,0.0003218219,0.001539767],"genre_scores_gemma":[0.9788942,0.000002889417,0.02023691,0.0008088176,0.000036885,0.000003998657,2.9317e-7,0.000002699933,0.00001334758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3893366,"threshold_uncertainty_score":0.2397173,"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."}}