{"id":"W2024748549","doi":"10.1109/3dpvt.2006.122","title":"Revealing Significant Medial Structure in Polyhedral Meshes","year":2006,"lang":"en","type":"article","venue":"","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Euclidean geometry; Polygon mesh; Medial axis; Computer graphics; Computer science; Computation; Soundness; Computational geometry; Homogeneous space; Geometric modeling; Lattice (music); Mathematics; Algorithm; Geometry; Artificial intelligence; Computer graphics (images)","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":[0.0001415849,0.00009765339,0.0001145558,0.0002118741,0.00004655491,0.0001424276,0.0004847454,0.00005539784,0.00001986853],"category_scores_gemma":[0.000006278041,0.00008347346,0.00003564313,0.000541764,0.00002106479,0.0002214589,0.0001374428,0.00008290449,0.000001386046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001766235,"about_ca_system_score_gemma":0.00003406293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006060934,"about_ca_topic_score_gemma":0.0002163114,"domain_scores_codex":[0.9990907,0.00003830882,0.0002372653,0.0002618891,0.0001868578,0.0001850328],"domain_scores_gemma":[0.9995892,0.00003563049,0.00004687552,0.0002550083,0.00003896489,0.00003431805],"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":[8.064239e-7,0.00002015521,0.004281228,0.000003550647,0.000001091198,0.000007153478,0.0001062673,0.00002694661,0.001758276,0.9908952,0.0008750975,0.002024265],"study_design_scores_gemma":[0.0005850543,0.0001141482,0.07954001,0.00004608596,0.000003056536,0.00001343336,0.00001964962,0.4103377,0.07730925,0.4286973,0.002704887,0.0006293947],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1411907,0.00005122415,0.8567525,0.0003958186,0.0001925219,0.0001064467,0.000001574518,0.0003517033,0.0009574411],"genre_scores_gemma":[0.9589771,0.000005999443,0.04061768,0.0002288197,0.0001036691,0.00000329852,0.000004792357,0.000005107814,0.00005352927],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8177863,"threshold_uncertainty_score":0.3403949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00823602878800822,"score_gpt":0.2481175807787221,"score_spread":0.2398815519907138,"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."}}