{"id":"W1483022873","doi":"","title":"Image-guided fracture","year":2005,"lang":"en","type":"article","venue":"Graphics Interface","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Voronoi diagram; Computer vision; Rendering (computer graphics); Computer science; Artificial intelligence; Image texture; Graph; Image segmentation; Image (mathematics); Mathematics; Geometry; Theoretical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002889466,0.0001882301,0.000158028,0.0003038407,0.0001325936,0.0003353051,0.001287101,0.0001086507,0.00004385175],"category_scores_gemma":[0.0000234299,0.0001773276,0.0001214484,0.0007379196,0.00006780524,0.0006486357,0.0003655228,0.0002727932,0.00006273096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002341237,"about_ca_system_score_gemma":0.00003020853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001711214,"about_ca_topic_score_gemma":0.00001016328,"domain_scores_codex":[0.9986786,0.00005294435,0.0002956236,0.0004242365,0.0002787788,0.000269817],"domain_scores_gemma":[0.9987581,0.0000499894,0.0001069615,0.000767829,0.0002122993,0.0001048025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001873407,0.00008886366,0.0001982646,0.00001190557,0.00002319927,0.000003858107,0.0006448753,0.00004193175,0.0005784222,0.9220097,0.07013971,0.006257402],"study_design_scores_gemma":[0.0002949053,0.0001101859,0.0006385559,0.00004487778,0.000006537848,0.00004441448,0.000009714408,0.44711,0.04903824,0.04989203,0.4523236,0.0004869374],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002415323,0.0002829523,0.9905908,0.003689509,0.0002047615,0.0001291227,0.000001634162,0.0008576837,0.001828238],"genre_scores_gemma":[0.8758647,0.0001396541,0.1199367,0.003726245,0.0001259679,0.00001278805,0.000002630843,0.00001759984,0.0001736749],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8734494,"threshold_uncertainty_score":0.723121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02446047106067937,"score_gpt":0.3254338904881298,"score_spread":0.3009734194274504,"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."}}