{"id":"W2014875639","doi":"10.3166/jds.12.79-92","title":"Availability Optimization of Fault-Tolerant Systems","year":2003,"lang":"en","type":"article","venue":"Journal of Decision System","topic":"Optimization and Packing Problems","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Humanities; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0008877165,0.0006009165,0.0009474448,0.0005879752,0.0003751835,0.0009941207,0.0005641652,0.0007148733,0.001858267],"category_scores_gemma":[0.002646021,0.0003692192,0.0004265271,0.0008072454,0.000627854,0.001163603,0.0006737589,0.0006168713,0.0002455576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005152,"about_ca_system_score_gemma":0.0004689966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001798099,"about_ca_topic_score_gemma":0.0008813844,"domain_scores_codex":[0.9992228,0.0003438395,0.0000369497,0.00009900652,0.0001786351,0.0001187943],"domain_scores_gemma":[0.9988621,0.0007043122,0.0001812158,0.00006406998,0.0001202261,0.00006797384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006716784,0.00003491274,0.0003095782,0.00006637201,0.00002223426,0.00006141271,0.00003379015,0.9698976,0.001778298,0.01649757,0.0004234738,0.01080771],"study_design_scores_gemma":[0.000009096367,0.00004403696,0.0001999236,0.000006049637,0.000006201089,0.00002544067,0.000016731,0.9811786,0.0007800686,0.01719108,0.0005378619,0.000004938205],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1551908,0.001201561,0.8356767,0.0005133841,0.0000571567,0.00006270388,0.0001632508,0.0002227566,0.006911673],"genre_scores_gemma":[0.9558213,0.0006467105,0.04036829,0.00005570828,0.00003473786,0.00008112985,0.0001366554,0.00005972894,0.00279566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001858267,"threshold_uncertainty_score":0.007292986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425809557672929,"score_gpt":0.225807895212078,"score_spread":0.2115497996353487,"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."}}