{"id":"W2904813721","doi":"10.1145/3300150.3300166","title":"SIROCCO 2018 Review","year":2018,"lang":"en","type":"article","venue":"ACM SIGACT News","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Milestone; Focus (optics); Library science; Computer science; Telecommunications; History; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001662804,0.0008237212,0.001312391,0.004856224,0.0008167124,0.003369062,0.001535308,0.002030133,0.05279494],"category_scores_gemma":[0.007085585,0.0003968223,0.0007280948,0.004207331,0.0006909592,0.002459992,0.001585348,0.002007632,0.02509248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00260565,"about_ca_system_score_gemma":0.006424473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003549826,"about_ca_topic_score_gemma":0.005007287,"domain_scores_codex":[0.9991243,0.0001452525,0.0001323311,0.0001655549,0.0003313901,0.0001011663],"domain_scores_gemma":[0.9961969,0.001115487,0.0004663288,0.0001502705,0.001606269,0.0004647429],"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":[0.0001209136,0.00003230397,0.0002895731,0.01266733,0.00007223979,0.0003026421,0.0001010464,0.000125602,0.0005406178,0.004046166,0.5096422,0.4720595],"study_design_scores_gemma":[0.000005105641,0.0000127106,0.0003292372,0.002854229,0.00002384645,0.0002869878,0.00002207271,0.000007941789,0.00005388008,0.0003609016,0.9960377,0.000005287714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00021179,0.970443,0.0002570984,0.007812502,0.007924308,0.00003837785,0.0006206715,0.00006520279,0.01262701],"genre_scores_gemma":[0.002232836,0.9667197,0.0004553099,0.009006259,0.007250266,0.00006257846,0.001143736,0.00004218949,0.01308711],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05279494,"threshold_uncertainty_score":0.1766167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836137454252424,"score_gpt":0.2893704127327221,"score_spread":0.2610090381901979,"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."}}