{"id":"W2200117061","doi":"10.1145/2614028.2615431","title":"Physically Based Shading in Theory and Practice","year":2014,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ubisoft (Canada)","funders":"","keywords":"Shading; Shader; Computer science; Computer graphics (images); Rendering (computer graphics); Animation; Global illumination; Specular highlight; Path tracing; Computer vision; Laptop; Studio; Artificial intelligence; Optics; Specular reflection; Physics","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":[0.003084723,0.0008666385,0.001350375,0.001379014,0.000979625,0.004240683,0.002207143,0.002571407,0.1008754],"category_scores_gemma":[0.009140568,0.0006953657,0.0007273334,0.002884224,0.008357137,0.005253302,0.002559165,0.003740866,0.01505363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001611954,"about_ca_system_score_gemma":0.001230858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002841326,"about_ca_topic_score_gemma":0.002466936,"domain_scores_codex":[0.9980621,0.0009298538,0.00009401531,0.0002010311,0.000632612,0.00008047601],"domain_scores_gemma":[0.995267,0.003197964,0.0001123374,0.000838233,0.0004210375,0.0001633607],"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":[0.00005723244,0.00006314956,0.0003064091,0.001024576,0.00003761117,0.0001447507,0.0007836899,0.006256674,0.0009409329,0.7587965,0.02989911,0.2016894],"study_design_scores_gemma":[0.00003046068,0.00009369111,0.0003731343,0.0008752616,0.00003028526,0.0003053145,0.0004988515,0.01101436,0.001165321,0.6415783,0.3439898,0.00004517361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00391056,0.07408204,0.5741405,0.01442935,0.003897542,0.0001280061,0.0002520853,0.001398772,0.3277611],"genre_scores_gemma":[0.3407298,0.09329018,0.3807408,0.002059764,0.003145817,0.0005585875,0.0006908738,0.001503651,0.1772805],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1008754,"threshold_uncertainty_score":0.3374619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008072853977811519,"score_gpt":0.2847910383005217,"score_spread":0.2767181843227101,"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."}}