{"id":"W6894014466","doi":"10.5281/zenodo.7190625","title":"When Is Recoverable Consensus Harder Than Consensus?","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Horizon 2020 Framework Programme","keywords":"Object (grammar); Class (philosophy); Focus (optics); Uniform consensus; Consensus; Crash","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008711466,0.0001417854,0.0001697273,0.0001418963,0.003420696,0.001022427,0.001839497,0.00003705234,0.01118186],"category_scores_gemma":[0.0001772151,0.0001588151,0.00006754187,0.0005775204,0.00009024918,0.0001401193,0.002172495,0.0003228967,0.003952352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001726129,"about_ca_system_score_gemma":0.00001162152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005553917,"about_ca_topic_score_gemma":2.565334e-7,"domain_scores_codex":[0.9976654,0.0005119951,0.0002876311,0.0005575817,0.0005546791,0.0004227298],"domain_scores_gemma":[0.9984729,0.00003488594,0.0001391855,0.0007882004,0.0004001481,0.000164669],"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":[0.00002629062,0.00009788355,0.000005732,0.00002445665,0.00003506448,0.00004853688,0.002071615,0.000151398,0.00104119,0.01165854,0.9584128,0.02642645],"study_design_scores_gemma":[0.0004840547,0.0001564427,0.00009723548,0.0000109209,0.000003665795,0.0003554925,0.0002957037,0.007067465,0.0001667045,0.001220117,0.9899459,0.0001963139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07449967,0.001049467,0.1339838,0.04393181,0.002725062,0.002895587,0.004960839,0.006627184,0.7293266],"genre_scores_gemma":[0.9842147,0.00001720875,0.00223451,0.001407904,0.0001234624,2.638158e-7,0.0005705912,0.0007661228,0.0106652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9097151,"threshold_uncertainty_score":0.9978767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03406486403890663,"score_gpt":0.2346568189259619,"score_spread":0.2005919548870553,"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."}}