{"id":"W4214706793","doi":"10.1007/978-0-387-30162-4_158","title":"Fully Dynamic Transitive Closure","year":2008,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Algorithms","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Transitive closure; Transitive relation; Closure (psychology); Mathematics; Computer science; Combinatorics; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001440403,0.0003555446,0.0004408386,0.0003298929,0.0001046421,0.00002596179,0.0005621251,0.0002960607,0.00009148481],"category_scores_gemma":[0.00001567652,0.0003718017,0.0002638795,0.0001418184,0.00009621828,0.0002760845,0.0001132485,0.0003477883,0.0001161969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006417897,"about_ca_system_score_gemma":0.0003572364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005437527,"about_ca_topic_score_gemma":0.00000718769,"domain_scores_codex":[0.9980139,0.00002674319,0.0005057155,0.0005858433,0.0006406875,0.0002271855],"domain_scores_gemma":[0.9986879,0.0001272958,0.0002949953,0.0004712408,0.0003047468,0.0001138698],"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":[0.00002660506,0.0001390815,0.000005758314,0.0001260064,0.0003378618,0.0003610433,0.003039823,0.001990614,0.0000509105,0.1444796,0.01955846,0.8298842],"study_design_scores_gemma":[0.0007979496,0.0005080642,0.0005687849,0.0001832358,0.00008144562,0.000232897,0.000009475972,0.03467265,0.0001129859,0.04358247,0.918097,0.001153079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004875812,0.002458666,0.3994597,0.0003955711,0.001298479,0.000309731,0.00008343534,0.0001227308,0.5958229],"genre_scores_gemma":[0.00182248,0.01209299,0.1530589,0.0002297704,0.0009444096,0.00002176126,0.0003538097,0.00008049956,0.8313954],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8985385,"threshold_uncertainty_score":0.9998734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009003476063443532,"score_gpt":0.2208613655850807,"score_spread":0.2118578895216371,"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."}}