{"id":"W2054656999","doi":"10.1111/j.1467-8659.2009.01490.x","title":"Fast Global Illumination on Dynamic Height Fields","year":2009,"lang":"en","type":"article","venue":"Computer Graphics Forum","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Radiance; Precomputation; Global illumination; Rendering (computer graphics); Computer science; Visibility; Ray tracing (physics); Pyramid (geometry); Computer vision; Mathematics; Optics; Algorithm; Geometry; Physics; Computation","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002113189,0.0002980004,0.0002425375,0.0003729588,0.0002723568,0.0003831793,0.001333629,0.0001868838,0.000003662891],"category_scores_gemma":[0.000006279109,0.0002916561,0.0002110128,0.001360007,0.0000568643,0.0004604204,0.0002771125,0.0002322678,0.00001667471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005966381,"about_ca_system_score_gemma":0.00004029633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006162442,"about_ca_topic_score_gemma":0.0000173691,"domain_scores_codex":[0.997979,0.0000720435,0.0003710447,0.0006598188,0.0004550883,0.0004629882],"domain_scores_gemma":[0.998579,0.00004786775,0.0001452397,0.0008794916,0.0001957579,0.0001526481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003218693,0.0001338289,0.0002965797,0.000004236675,0.00001071702,0.0000109841,0.00007747673,0.00003841738,0.000002229849,0.8758988,0.004647607,0.1188759],"study_design_scores_gemma":[0.0002720606,0.0008075082,0.01015973,0.00004657228,0.000004116428,0.00002327002,0.000002705841,0.7365649,0.0001030379,0.2462319,0.005434508,0.0003496818],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003217623,0.00008372167,0.9904511,0.003181043,0.0008592629,0.0002407347,0.00000575758,0.0009192766,0.001041494],"genre_scores_gemma":[0.9729388,0.00008357123,0.01835271,0.008448887,0.00009936314,0.000009018284,0.00002436463,0.00001040103,0.00003286922],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9720984,"threshold_uncertainty_score":0.9999536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009266940640697037,"score_gpt":0.2739683933372201,"score_spread":0.2647014526965231,"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."}}