{"id":"W2949328509","doi":"10.48550/arxiv.0712.0554","title":"Spanners of Complete $k$-Partite Geometric Graphs","year":2007,"lang":"en","type":"preprint","venue":"ArXiv.org","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Combinatorics; Mathematics; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002263334,0.0005973211,0.000571724,0.0006970456,0.0005847603,0.0007127482,0.001006702,0.0006682612,0.005267454],"category_scores_gemma":[0.001637352,0.0004451547,0.0005829619,0.001106776,0.0006466327,0.001973412,0.00139139,0.000600462,0.001064613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003212962,"about_ca_system_score_gemma":0.0002139799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008443543,"about_ca_topic_score_gemma":0.001502816,"domain_scores_codex":[0.9996644,0.00005206483,0.00001663091,0.0001065545,0.00008770265,0.0000725639],"domain_scores_gemma":[0.9992257,0.0002255148,0.0001527504,0.0002286694,0.0000684167,0.00009903854],"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":[0.000672882,0.0002390054,0.007693643,0.0006062858,0.0001597031,0.0007984334,0.00106535,0.6029016,0.03347005,0.1406712,0.01135583,0.200366],"study_design_scores_gemma":[0.00006708848,0.0002794892,0.004024797,0.00005048703,0.00005187208,0.0006272145,0.0006007891,0.7264422,0.01971191,0.2352615,0.01285057,0.00003203976],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.659645,0.0002518085,0.3253677,0.0002659685,0.00003562935,0.0001296304,0.0009210053,0.00057031,0.01281293],"genre_scores_gemma":[0.8663525,0.000292145,0.1199372,0.00008404049,0.00004799194,0.0001560937,0.003116512,0.0001762385,0.009837301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005267454,"threshold_uncertainty_score":0.01762134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07804604793576074,"score_gpt":0.2910576763001539,"score_spread":0.2130116283643932,"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."}}