{"id":"W2897601682","doi":"10.1145/3273905.3273917","title":"On Budgeting and Quality, with an Application to Safety-Critical Real-time Systems","year":2018,"lang":"en","type":"article","venue":"","topic":"Real-Time Systems Scheduling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Quality of service; Scheduling (production processes); Time horizon; Task (project management); Quality (philosophy); Execution time; Network calculus; Bandwidth (computing); Term (time); Distributed computing; Mathematical optimization; Real-time computing; Computer network; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.006390182,0.002091643,0.001466665,0.002120658,0.0009670237,0.002957131,0.002152315,0.001426474,0.004048585],"category_scores_gemma":[0.03312634,0.0009316972,0.001455314,0.002755609,0.006121516,0.007625495,0.003681521,0.004642678,0.0006086737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003755235,"about_ca_system_score_gemma":0.001725767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004398816,"about_ca_topic_score_gemma":0.002600724,"domain_scores_codex":[0.9972497,0.001091218,0.0001887692,0.000436252,0.00071163,0.0003224313],"domain_scores_gemma":[0.981023,0.01432681,0.001376298,0.001557686,0.001167495,0.0005486938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001218562,0.00005063624,0.0007268708,0.0002308625,0.00003112975,0.0001293812,0.0003255919,0.3274128,0.003439361,0.639414,0.001554976,0.02656258],"study_design_scores_gemma":[0.0000374564,0.000116331,0.0003516736,0.0000942421,0.00002905125,0.00008658945,0.00009196343,0.5909795,0.002157628,0.3999898,0.006023269,0.00004245431],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006336698,0.001820856,0.9849868,0.0007786207,0.0001026025,0.00005052345,0.00004891365,0.0001601158,0.005714758],"genre_scores_gemma":[0.529419,0.005760731,0.4564997,0.0005947874,0.0006777802,0.0004501361,0.0001587682,0.0005345483,0.005904543],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006390182,"threshold_uncertainty_score":0.03379494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760476688059787,"score_gpt":0.3065951870577335,"score_spread":0.2889904201771357,"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."}}