{"id":"W1596635319","doi":"","title":"Cycle shading for the assessment and visualization of shape in one and two codimensions","year":2006,"lang":"en","type":"article","venue":"","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Shading; Visualization; Computer science; Aliasing; Surface (topology); Photometric stereo; Computer vision; Computer graphics (images); Classification of discontinuities; Artificial intelligence; Mathematics; Geometry","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":[0.000780941,0.0007786438,0.0005011194,0.001209011,0.000379865,0.001583943,0.0006792051,0.0005602767,0.004830611],"category_scores_gemma":[0.003025746,0.0004525358,0.0005830314,0.000689374,0.000744794,0.001321985,0.001641653,0.00125517,0.0007983947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005354689,"about_ca_system_score_gemma":0.0006008556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008960278,"about_ca_topic_score_gemma":0.001335586,"domain_scores_codex":[0.9995643,0.0001155192,0.00002451316,0.00004713392,0.0002075212,0.00004082284],"domain_scores_gemma":[0.9987066,0.0005875755,0.00009025219,0.0002712897,0.0002318561,0.0001125015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002739893,0.00005703049,0.001931776,0.0006229007,0.00006659857,0.0003263716,0.001173577,0.06431406,0.1859395,0.1046306,0.008714003,0.6319496],"study_design_scores_gemma":[0.0000666734,0.0002356114,0.003389649,0.0001831085,0.0000492147,0.001231919,0.000306786,0.7236102,0.09223665,0.104829,0.07364512,0.0002159804],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0135982,0.0002931865,0.9822093,0.0001237819,0.00003290393,0.00005521476,0.00006604208,0.001398132,0.002223199],"genre_scores_gemma":[0.2022245,0.0008579367,0.7935024,0.00008278555,0.00005910783,0.0001246867,0.0002048546,0.0009807087,0.001962991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004830611,"threshold_uncertainty_score":0.01615995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03159453529491568,"score_gpt":0.3489082617844457,"score_spread":0.31731372648953,"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."}}