{"id":"W2753898241","doi":"10.1167/17.10.662","title":"Why do LCD screens appear to glow?","year":2017,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Luminance; Liquid-crystal display; Computer vision; Optics; Artificial intelligence; Computer science; Computer graphics (images); Aperture (computer memory); Mathematics; 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":[0.00375444,0.001189892,0.0007423614,0.001423057,0.001185931,0.004749721,0.001745554,0.004325797,0.01543129],"category_scores_gemma":[0.03666786,0.0008527698,0.0007503726,0.001295321,0.003744812,0.00444141,0.002160885,0.001711665,0.01327866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001493092,"about_ca_system_score_gemma":0.0006640491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004673428,"about_ca_topic_score_gemma":0.003736222,"domain_scores_codex":[0.9958426,0.001194171,0.0002199719,0.0007188295,0.00158461,0.0004397632],"domain_scores_gemma":[0.9874143,0.004135949,0.001505389,0.002271853,0.003897152,0.000775411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000947399,0.0001677824,0.04457803,0.002462429,0.000294592,0.001254207,0.006193447,0.001321322,0.0293859,0.03187942,0.2054603,0.6760553],"study_design_scores_gemma":[0.0004075773,0.0009143596,0.1059827,0.002731955,0.0003755813,0.0078406,0.01572583,0.006204643,0.05633978,0.0635519,0.7393181,0.000606989],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4037913,0.04337931,0.1361128,0.1261677,0.01224536,0.0009971043,0.002342416,0.02361256,0.2513514],"genre_scores_gemma":[0.8251674,0.01220392,0.04528585,0.05537533,0.001259949,0.0003382379,0.0008600802,0.004274278,0.05523485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01543129,"threshold_uncertainty_score":0.05162281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147371370077616,"score_gpt":0.3361608102112916,"score_spread":0.32142367320353,"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."}}