{"id":"W2096451963","doi":"10.1142/s0218195908002751","title":"MEDIAL AXIS APPROXIMATION AND UNSTABLE FLOW COMPLEX","year":2008,"lang":"en","type":"article","venue":"International Journal of Computational Geometry & Applications","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medial axis; Mathematics; Boundary (topology); Topology (electrical circuits); Homotopy; Bounded function; Flow (mathematics); Simply connected space; Closeness; Geometry; Mathematical analysis; Combinatorics; Pure mathematics","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":[0.0005077131,0.0002081334,0.0002798279,0.0009660361,0.0003189126,0.0001994557,0.001013094,0.00008209977,0.00007825668],"category_scores_gemma":[0.00009255861,0.0002123634,0.0001457992,0.0009978994,0.0001884441,0.001185796,0.0002095196,0.0002365834,0.00004626574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001327551,"about_ca_system_score_gemma":0.0003615817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003805373,"about_ca_topic_score_gemma":9.41142e-7,"domain_scores_codex":[0.9971477,0.00008420957,0.000871645,0.000343207,0.001343005,0.0002101758],"domain_scores_gemma":[0.9963537,0.0004971446,0.0006298707,0.0002072792,0.002101994,0.0002100511],"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":[0.0001066735,0.0008699395,0.002068048,0.00004253809,0.0004909062,0.00007638176,0.0009201752,0.485639,0.001556066,0.2272665,0.007327492,0.2736363],"study_design_scores_gemma":[0.003545697,0.000326678,0.04132853,0.00005382757,0.00005866662,0.005419239,0.00008605259,0.5511096,0.001032697,0.1836833,0.212554,0.0008016517],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01692144,0.0004555122,0.978843,0.002150654,0.0005045324,0.000298349,0.00003207483,0.00006346563,0.0007309787],"genre_scores_gemma":[0.6232075,0.0001598136,0.3748864,0.0005348507,0.0008976894,0.00005011251,0.0001447311,0.00001271675,0.0001062313],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.606286,"threshold_uncertainty_score":0.8659929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02330550874630828,"score_gpt":0.2742329267095552,"score_spread":0.250927417963247,"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."}}