{"id":"W3127457110","doi":"10.1145/3197406.3197420","title":"Proving PACELC","year":2018,"lang":"en","type":"article","venue":"ACM SIGACT News","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Liveness; Computer science; Scalability; Consistency (knowledge bases); Partition (number theory); Cache coherence; Latency (audio); Model checking; Theoretical computer science; Distributed computing; Computer network; Mathematics; Artificial intelligence; Operating system; Combinatorics; Telecommunications","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":[0.0001573943,0.0001089759,0.000131337,0.0000343855,0.0001309783,0.0002129487,0.001285644,0.00005093209,0.00003104052],"category_scores_gemma":[0.0001480001,0.00009135954,0.00004825977,0.0002870509,0.00003983325,0.0004615646,0.0003166934,0.00008083673,0.0007139651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002471214,"about_ca_system_score_gemma":0.00005577147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001437447,"about_ca_topic_score_gemma":0.00005449391,"domain_scores_codex":[0.9989915,0.00003446242,0.0001767347,0.0003173398,0.0001912747,0.0002886375],"domain_scores_gemma":[0.9985323,0.00005211855,0.00007857628,0.00116118,0.00007972605,0.00009609944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001643123,0.0001713877,0.01065919,0.00005015151,0.00005214395,0.00007869535,0.003602115,0.000009263024,0.02239177,0.06391148,0.2538713,0.6451861],"study_design_scores_gemma":[0.0004899908,0.0002317596,0.006460761,0.00006714066,0.000004404065,0.00003570665,0.00008987289,0.006660813,0.009552594,0.003667685,0.9723206,0.0004186656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1452259,0.0003491138,0.7659653,0.00745374,0.00314106,0.0005459188,0.00001208534,0.0009114823,0.07639541],"genre_scores_gemma":[0.9853931,0.000003318304,0.01204563,0.0007433966,0.0004211919,0.00001139119,0.000001757312,0.000007730437,0.001372482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8401672,"threshold_uncertainty_score":0.9176815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926804898218138,"score_gpt":0.2635805219920797,"score_spread":0.2443124730098983,"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."}}