{"id":"W4233454535","doi":"10.1007/s00454-009-9165-3","title":"Dynamic Coresets","year":2009,"lang":"en","type":"article","venue":"Discrete & Computational Geometry","topic":"Complexity and Algorithms in Graphs","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Combinatorics; Constant (computer programming); Bounded function; Dimension (graph theory); Amortized analysis; Integer (computer science); Binary logarithm; Bounding overwatch; Annulus (botany); Discrete mathematics; Data structure; Mathematical analysis; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001830171,0.0001726193,0.0001737177,0.000346548,0.0002266766,0.0002136993,0.0009393922,0.00005220082,0.00005789991],"category_scores_gemma":[0.00003892776,0.0001705475,0.000129023,0.001193704,0.00006964889,0.000456003,0.0001667422,0.0001865753,0.0001390236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004152731,"about_ca_system_score_gemma":0.00006092054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005068377,"about_ca_topic_score_gemma":0.000001232296,"domain_scores_codex":[0.9983962,0.00003507533,0.0002567805,0.0004363161,0.0005499272,0.000325743],"domain_scores_gemma":[0.9991259,0.0001634067,0.00008401267,0.0003779048,0.0001145769,0.0001341892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001132532,0.0001663958,0.0005380617,0.00001013361,0.0000380547,0.00005726136,0.0002461564,0.03242913,0.00008765217,0.7758431,0.001783025,0.1887897],"study_design_scores_gemma":[0.0002808171,0.0001159065,0.1277749,0.00001458283,0.000003344421,0.00004060634,0.00001136173,0.5859253,0.00001593839,0.2842757,0.001301072,0.0002403531],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04943437,0.0002069114,0.9429746,0.002521525,0.0003722387,0.0001208981,0.00001864409,0.0003066923,0.004044184],"genre_scores_gemma":[0.832365,0.000005413424,0.1662004,0.001175128,0.00003685067,0.000003078634,0.00006257778,0.000005495502,0.0001461165],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7829306,"threshold_uncertainty_score":0.6954725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138252880161875,"score_gpt":0.2762888377706648,"score_spread":0.264906308969046,"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."}}