{"id":"W2140185923","doi":"10.1142/s1793830909000415","title":"LOCAL CONSTRUCTION AND COLORING OF SPANNERS OF LOCATION AWARE UNIT DISK GRAPHS","year":2009,"lang":"en","type":"article","venue":"Discrete Mathematics Algorithms and Applications","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Spanner; Unit disk graph; Vertex (graph theory); Combinatorics; Bipartite graph; Mathematics; Graph; Locality; Computer science; Database","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":[0.0003518511,0.0005534273,0.0007004638,0.0006069663,0.0005808405,0.0007321788,0.001206791,0.0005574732,0.003659414],"category_scores_gemma":[0.002287226,0.0003528457,0.0004684133,0.0009226763,0.0006599938,0.001571182,0.00168673,0.000679495,0.0007579896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005639395,"about_ca_system_score_gemma":0.0004179384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008957838,"about_ca_topic_score_gemma":0.001479894,"domain_scores_codex":[0.9995058,0.0001274038,0.0000269728,0.0001365831,0.0001007241,0.0001026153],"domain_scores_gemma":[0.9987407,0.0003388331,0.0001734327,0.0004643138,0.0001459499,0.0001367243],"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":[0.0007396867,0.0003550604,0.006816812,0.0005378785,0.00009591853,0.0006156586,0.0008315077,0.5287324,0.07550014,0.1001631,0.004400526,0.2812114],"study_design_scores_gemma":[0.00005280264,0.0002915456,0.001354647,0.00004148346,0.00003170992,0.000372633,0.0003829222,0.8817785,0.04174358,0.06863135,0.005287911,0.00003086867],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2875836,0.0002234634,0.7059284,0.0001000382,0.00002942435,0.0001231622,0.0001676123,0.001124476,0.004719872],"genre_scores_gemma":[0.6433049,0.0001830655,0.3516133,0.00004807702,0.00002283259,0.0001805339,0.0006807167,0.0001890367,0.003777519],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003659414,"threshold_uncertainty_score":0.01224202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329141970587319,"score_gpt":0.2560789226968948,"score_spread":0.2427875029910216,"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."}}