{"id":"W2396143503","doi":"","title":"On the Spanning Ratio of Constrained Yao-Graphs.","year":2014,"lang":"en","type":"article","venue":"","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Combinatorics; Mathematics; Vertex (graph theory); Disjoint sets; Line segment; Upper and lower bounds; Plane (geometry); Graph; Discrete mathematics; Geometry","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":[0.0003050734,0.00004343051,0.00005118108,0.00005621933,0.00007020686,0.00003663691,0.0002112888,0.00001371664,0.00004631708],"category_scores_gemma":[0.00009466113,0.00002762516,0.00002968919,0.0002513795,0.00002808033,0.0000819546,0.00003097941,0.000035385,0.00001831154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002912025,"about_ca_system_score_gemma":0.00002301107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003322978,"about_ca_topic_score_gemma":0.000001183352,"domain_scores_codex":[0.9995269,0.00005086335,0.0001062984,0.0001059481,0.0001460554,0.00006392661],"domain_scores_gemma":[0.9993372,0.0003613244,0.0000440363,0.0001773502,0.00006064589,0.00001942494],"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":[9.009436e-7,0.00001008048,0.00001855795,0.000001032618,0.000003965624,7.660872e-8,0.0000736989,0.004856218,0.003053675,0.9823498,0.00123805,0.008393922],"study_design_scores_gemma":[0.0002049249,0.0001381228,0.002258213,0.000009763313,0.000002788693,0.000003373995,0.00001805898,0.8482893,0.03500751,0.1121954,0.001782844,0.00008972995],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.074626,0.000004602794,0.9044462,0.00234406,0.0001256193,0.00005479542,2.209882e-7,0.00003212975,0.01836639],"genre_scores_gemma":[0.9821319,4.858227e-7,0.01652064,0.0009529171,0.00002387984,0.000002761912,0.000001207736,0.000001238636,0.0003649913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9075059,"threshold_uncertainty_score":0.1126521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470287391399161,"score_gpt":0.2265461999132115,"score_spread":0.2118433259992199,"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."}}