{"id":"W1998896855","doi":"10.1016/j.tcs.2014.10.015","title":"Dealing with undependable workers in decentralized network supercomputing","year":2014,"lang":"en","type":"article","venue":"Theoretical Computer Science","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"Computer science; Binary logarithm; Bounded function; Set (abstract data type); Logarithm; Time complexity; Supercomputer; Adversary; Parallel computing; Upper and lower bounds; Computational complexity theory; Discrete mathematics; Theoretical computer science; Combinatorics; Algorithm; 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":[0.004873044,0.0003736342,0.001114284,0.0005820988,0.003241887,0.002588515,0.003091668,0.002050493,0.003100546],"category_scores_gemma":[0.019082,0.0008027863,0.0003755739,0.00111906,0.002734896,0.003633857,0.003797487,0.002058577,0.0004130121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009132622,"about_ca_system_score_gemma":0.001760418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001914684,"about_ca_topic_score_gemma":0.00290603,"domain_scores_codex":[0.9973206,0.0009953597,0.000126603,0.0004071367,0.0005848938,0.0005653447],"domain_scores_gemma":[0.9877281,0.006446563,0.0009849798,0.002998556,0.0009761103,0.0008656711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001581843,0.0004635342,0.01322584,0.0003185963,0.000130342,0.001655986,0.002349192,0.6333972,0.008022042,0.2458083,0.01090071,0.08214649],"study_design_scores_gemma":[0.0000853017,0.00007774137,0.0009107894,0.00001865837,0.00003354138,0.0001686833,0.0005445111,0.8339136,0.002918642,0.1575032,0.003798838,0.00002656124],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5551553,0.0008977965,0.4263494,0.004513173,0.0004989794,0.0001264838,0.0001138726,0.0006113342,0.01173359],"genre_scores_gemma":[0.962766,0.0001979218,0.03121606,0.0001537474,0.0001870296,0.00007250031,0.00005411464,0.00008804589,0.005264545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004873044,"threshold_uncertainty_score":0.02577138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005534214958432437,"score_gpt":0.2192815436673945,"score_spread":0.2137473287089621,"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."}}