{"id":"W4402401738","doi":"10.1007/s00022-024-00734-5","title":"Vertex classification of planar C-polygons","year":2024,"lang":"en","type":"article","venue":"Journal of Geometry","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mathematics; Combinatorics; Vertex (graph theory); Planar; Pure mathematics; Graph; 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":[0.0002654051,0.0004366752,0.00060407,0.0031945,0.001152076,0.003448194,0.001138003,0.001026549,0.006068392],"category_scores_gemma":[0.003033961,0.0003448463,0.0004628848,0.002912227,0.00102199,0.001588313,0.00105413,0.001246064,0.001134601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009016868,"about_ca_system_score_gemma":0.0005005171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00437012,"about_ca_topic_score_gemma":0.003123089,"domain_scores_codex":[0.9994487,0.00005196347,0.00003874242,0.0001068554,0.0002213973,0.0001323654],"domain_scores_gemma":[0.9981363,0.0004966726,0.0002283316,0.000296725,0.0006202537,0.0002217095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001244621,0.0003056117,0.0454228,0.0005610216,0.00005532692,0.0006610128,0.000966459,0.06094638,0.02761257,0.3719954,0.02603317,0.4641955],"study_design_scores_gemma":[0.00008404968,0.0002643022,0.02202369,0.000289546,0.00006757698,0.001356883,0.001546426,0.556019,0.02285879,0.3538062,0.04158844,0.00009506789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7356929,0.0008590951,0.2081893,0.0005324684,0.0002152836,0.0002138544,0.003027071,0.001402607,0.04986754],"genre_scores_gemma":[0.9162064,0.0004168873,0.0695838,0.0001157975,0.0000650504,0.000050657,0.004917465,0.0002345085,0.008409373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006068392,"threshold_uncertainty_score":0.02030075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097187150682896,"score_gpt":0.2745771737074514,"score_spread":0.2536053022006224,"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."}}