{"id":"W3006212172","doi":"10.1007/s00454-022-00398-5","title":"Drawing Graphs as Spanners","year":2022,"lang":"en","type":"article","venue":"Discrete & Computational Geometry","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"H2020 Marie Skłodowska-Curie Actions; Natural Sciences and Engineering Research Council of Canada; Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Combinatorics; Mathematics; Planar graph; Vertex (graph theory); Spanning tree; Graph; Discrete mathematics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005619365,0.0002293875,0.0002063484,0.0008481594,0.001078953,0.000258722,0.0009648215,0.00003830543,0.0004584368],"category_scores_gemma":[0.0000744127,0.0002625508,0.000189622,0.002929578,0.00005298198,0.0006387301,0.0007642605,0.0003225657,0.0001572827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001398406,"about_ca_system_score_gemma":0.0002790937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002922321,"about_ca_topic_score_gemma":8.879385e-7,"domain_scores_codex":[0.9970816,0.0001890418,0.0004029646,0.0006670696,0.001267546,0.0003917774],"domain_scores_gemma":[0.9988191,0.0003044684,0.0001763399,0.0003538361,0.0001716667,0.0001745529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001207489,0.00006702606,0.0004384508,0.00000706768,0.00003416052,0.00002737206,0.0002945669,0.6431785,0.00009456928,0.3437337,0.001572555,0.01053999],"study_design_scores_gemma":[0.001019981,0.0003680086,0.01779859,0.000008615725,0.00002068729,0.0003161565,0.000370852,0.6207913,0.0001963087,0.3273622,0.03096417,0.0007830446],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2052092,0.0004157054,0.7843464,0.0022896,0.001342192,0.0002651167,0.00003450832,0.0003513176,0.005745904],"genre_scores_gemma":[0.9603094,0.000002785002,0.036288,0.002081662,0.0001120062,0.00007001404,0.000335651,0.00001876008,0.0007816986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7551002,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01074079644609333,"score_gpt":0.2541017257448844,"score_spread":0.2433609292987911,"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."}}