{"id":"W4405801301","doi":"10.1007/978-3-031-74580-5_11","title":"The Exact Spanning Ratio of the Parallelogram Delaunay Graph","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Carleton University","funders":"","keywords":"Parallelogram; Delaunay triangulation; Computer science; Algorithm; Artificial intelligence; Robot","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":[0.0005479716,0.0005366077,0.0006304723,0.001726028,0.0004596127,0.00127234,0.001296629,0.0007523717,0.008657648],"category_scores_gemma":[0.005809832,0.0004381153,0.0003071489,0.001348954,0.0009518919,0.002900208,0.001101356,0.0009445754,0.001279997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006373309,"about_ca_system_score_gemma":0.0003444804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041156,"about_ca_topic_score_gemma":0.001007403,"domain_scores_codex":[0.9994161,0.0001351124,0.00001976691,0.0001388339,0.0002451882,0.0000449347],"domain_scores_gemma":[0.9988179,0.0007403586,0.00009254024,0.0001463344,0.0001437996,0.00005904326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002342555,0.000059361,0.001309606,0.0004799768,0.00004416252,0.0001912801,0.0002792347,0.156043,0.01033368,0.5891271,0.01297205,0.2289263],"study_design_scores_gemma":[0.00001896026,0.00007361192,0.0016918,0.0000773695,0.00003853104,0.0006406187,0.0002181879,0.4415151,0.005554119,0.5341381,0.01599497,0.0000386584],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2685249,0.005699748,0.5522935,0.001178478,0.0004128795,0.00009204911,0.001405897,0.001096668,0.1692958],"genre_scores_gemma":[0.817986,0.002873659,0.163176,0.0001637007,0.0002521903,0.0001031381,0.0007545408,0.000657954,0.01403285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008657648,"threshold_uncertainty_score":0.02896267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148044061265631,"score_gpt":0.246834619603715,"score_spread":0.2320302134771519,"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."}}