{"id":"W2893311068","doi":"10.1167/18.10.220","title":"Illumination Colour, Texture, and the Appearance of Glow","year":2018,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Luminance; Chromaticity; Optics; Liquid-crystal display; Computer vision; Artificial intelligence; Opacity; Computer science; Sample (material); Aperture (computer memory); Texture (cosmology); Computer graphics (images); Physics; Acoustics","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":[0.0003942643,0.0001897838,0.0002319304,0.0002429756,0.0002230607,0.001302696,0.0002731482,0.0005719747,0.003018645],"category_scores_gemma":[0.006137418,0.0002625125,0.0002664583,0.0001541126,0.0003239858,0.0004564418,0.0007210528,0.0004715055,0.0003084757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003856104,"about_ca_system_score_gemma":0.0001997882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001768959,"about_ca_topic_score_gemma":0.001310074,"domain_scores_codex":[0.9995337,0.0001099277,0.00003041882,0.0001135993,0.0001414937,0.00007100919],"domain_scores_gemma":[0.9980856,0.0005759975,0.0005026466,0.0002279417,0.0003588717,0.0002489059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004159961,0.0003134547,0.1627258,0.0003561377,0.0001157066,0.0002567384,0.001566317,0.001198447,0.7911769,0.001126003,0.0007010149,0.0363035],"study_design_scores_gemma":[0.00006277678,0.0005782298,0.9821914,0.00003059837,0.00004290957,0.00018855,0.0003603259,0.00211476,0.01347382,0.0003599311,0.0005705073,0.00002614453],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955224,0.0001001288,0.0006021164,0.00002193667,0.000009210846,0.000020488,0.00004698753,0.00002492672,0.003651717],"genre_scores_gemma":[0.9987594,0.00004201428,0.0005563902,0.00002448457,0.000003104301,0.00001032734,0.00006611236,0.00001926587,0.0005190176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003018645,"threshold_uncertainty_score":0.0100984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688734596189138,"score_gpt":0.3466779489506177,"score_spread":0.3297906029887263,"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."}}