{"id":"W3035093570","doi":"10.1145/3398682.3399164","title":"ELite","year":2020,"lang":"en","type":"article","venue":"","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Theoretical computer science; Vertex (graph theory); Computation; Redundancy (engineering); Graph; Algorithm","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":[0.001011274,0.0009495441,0.0006517414,0.001440682,0.002075602,0.004599739,0.002074488,0.001958848,0.4384646],"category_scores_gemma":[0.004137967,0.0004187009,0.000711045,0.001372509,0.0007114103,0.003251241,0.00320916,0.001398034,0.2738768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362348,"about_ca_system_score_gemma":0.002056103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003260775,"about_ca_topic_score_gemma":0.003791735,"domain_scores_codex":[0.9986859,0.0001608989,0.00008324937,0.000377287,0.000462096,0.0002306459],"domain_scores_gemma":[0.9982363,0.0002208929,0.00008754603,0.0005013713,0.0006956192,0.0002582106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004181793,0.0001716553,0.002781169,0.0005589495,0.00003447464,0.0004329731,0.0006113672,0.001190553,0.004048272,0.103534,0.5013711,0.3848472],"study_design_scores_gemma":[0.00002290991,0.0000425951,0.0007306808,0.00009919915,0.00001113235,0.0001955249,0.0001957497,0.0007987027,0.001368216,0.01030322,0.9862179,0.00001421543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006923512,0.001136486,0.03194841,0.00372552,0.002928308,0.0005378111,0.007989313,0.007551071,0.9372597],"genre_scores_gemma":[0.07738261,0.001841562,0.02343757,0.004433373,0.0007169144,0.0005674273,0.0183241,0.002828616,0.8704678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4384646,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596048981858276,"score_gpt":0.2063674458457994,"score_spread":0.1904069560272167,"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."}}