{"id":"W2101074121","doi":"10.1109/smi.2007.31","title":"Realistic Hair from a Sketch","year":2007,"lang":"en","type":"article","venue":"","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sketch; Computer science; Variety (cybernetics); Computer graphics (images); Interface (matter); Human–computer interaction; Artificial intelligence; Computer vision; Algorithm","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":[0.0002673265,0.00006869478,0.00007196276,0.0001106079,0.00005288563,0.0001160505,0.000524691,0.00003734428,0.00003762198],"category_scores_gemma":[0.00001111636,0.00006090739,0.00003563744,0.0003782384,0.00001480183,0.0001524,0.0001815222,0.00004729649,0.00001814825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001132519,"about_ca_system_score_gemma":0.00001559383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003788568,"about_ca_topic_score_gemma":0.0001135607,"domain_scores_codex":[0.9992979,0.00001350267,0.000161436,0.0002251262,0.0001539399,0.000148157],"domain_scores_gemma":[0.9993472,0.00008748053,0.00003509022,0.000397187,0.00006238183,0.0000706751],"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":[6.056311e-7,0.00002078715,0.001346709,9.023929e-7,0.000003102149,0.000006994597,0.000112322,2.757168e-7,0.00002129153,0.9554317,0.004055568,0.03899974],"study_design_scores_gemma":[0.0003049108,0.0001318976,0.03880544,0.00002827109,0.000004695674,0.000008473125,0.00001684147,0.2643808,0.02396201,0.5737048,0.09817754,0.0004743109],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003480009,0.00003232199,0.9867563,0.0001810633,0.0001624166,0.00005553252,0.000001007768,0.000741057,0.008590238],"genre_scores_gemma":[0.8460876,0.00001329971,0.1525308,0.001055642,0.00007497231,0.000004000121,0.000004955456,0.000005074562,0.0002235732],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8426077,"threshold_uncertainty_score":0.2483732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01870849490570933,"score_gpt":0.2986824452920479,"score_spread":0.2799739503863386,"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."}}