{"id":"W1963962785","doi":"10.1111/j.1467-8659.2012.03178.x","title":"Mean Curvature Skeletons","year":2012,"lang":"en","type":"article","venue":"Computer Graphics Forum","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":242,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Skeletonization; Medial axis; Curvature; Discretization; Geometry; Computation; Topology (electrical circuits); Voronoi diagram; Mathematics; Flow (mathematics); Computer science; Algorithm; Artificial intelligence; Mathematical analysis","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":[0.0006295183,0.0006613059,0.000633025,0.002527178,0.0007792555,0.001485985,0.0007748053,0.001220837,0.006481228],"category_scores_gemma":[0.002680334,0.0004705251,0.0009427597,0.0008754669,0.001590695,0.001479678,0.001357369,0.001079778,0.001551953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008589113,"about_ca_system_score_gemma":0.000636133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001306153,"about_ca_topic_score_gemma":0.001162157,"domain_scores_codex":[0.9995216,0.00006979008,0.00002313774,0.0001382503,0.000191736,0.00005548947],"domain_scores_gemma":[0.9991228,0.0001942101,0.000169884,0.0001947011,0.0002388351,0.00007963968],"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":[0.0001155827,0.00005992904,0.002792364,0.0001615181,0.00004111481,0.0003757305,0.0003662762,0.2981566,0.04240906,0.4895448,0.00434671,0.1616305],"study_design_scores_gemma":[0.00001333466,0.00004971446,0.0009846436,0.00003110251,0.000008747901,0.0002626524,0.00003844583,0.8529972,0.007344519,0.1286116,0.00963023,0.00002790948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03755885,0.0001760917,0.9551232,0.0001405005,0.00004413132,0.00006548095,0.0001113611,0.0004913336,0.00628905],"genre_scores_gemma":[0.6344023,0.0003888709,0.3486266,0.0001164537,0.000107448,0.0001298919,0.0006550783,0.0005764721,0.01499675],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006481228,"threshold_uncertainty_score":0.0216819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015592694963981,"score_gpt":0.2069516799521155,"score_spread":0.1967957530024756,"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."}}