{"id":"W2128780455","doi":"10.1109/sitis.2008.31","title":"Core Labeling: A New Way to Compress Transitive Closure","year":2008,"lang":"en","type":"article","venue":"","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Reachability; Transitive closure; Combinatorics; Graph; Bounded function; Tree (set theory); Computer science; Mathematics; Discrete 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007030979,0.0001019287,0.0001133805,0.0000676217,0.0001018929,0.00008090378,0.0008412006,0.00002268681,0.00006023514],"category_scores_gemma":[0.000005848467,0.00008614167,0.00003838919,0.0003483593,0.00001743806,0.0004643123,0.0002241169,0.00006278452,0.0003332373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008573853,"about_ca_system_score_gemma":0.00002017703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001222704,"about_ca_topic_score_gemma":0.00002573843,"domain_scores_codex":[0.999125,0.00001154328,0.0001149626,0.0003113278,0.0002202709,0.0002169113],"domain_scores_gemma":[0.9993695,0.00002295191,0.00001743921,0.0004013398,0.00003670809,0.0001520393],"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":[0.0000182915,0.0001818444,0.001052931,0.00001572171,0.00008039965,0.0003718943,0.006279824,0.0002690375,0.0008629218,0.1942984,0.6018744,0.1946944],"study_design_scores_gemma":[0.003454662,0.0006720316,0.02701779,0.00008390869,0.00003458207,0.00009751066,0.0002774805,0.1531938,0.007553629,0.006021993,0.8000063,0.001586283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007332431,0.000035808,0.9679785,0.003097462,0.0002615243,0.0001854423,0.000005930486,0.000267212,0.02083573],"genre_scores_gemma":[0.3664251,0.00004455322,0.5690315,0.007884106,0.0003537859,0.0000131392,0.00003076451,0.00002029388,0.05619672],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3989469,"threshold_uncertainty_score":0.4283203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09017840366944073,"score_gpt":0.2748155200405532,"score_spread":0.1846371163711124,"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."}}