{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001585509,0.00004235819,0.0000814902,0.00003750076,0.0002875408,0.0001790185,0.0003538244,0.00001052398,0.0002333945],"category_scores_gemma":[0.000008931268,0.00003158555,0.00007308728,0.00004510963,0.00002200066,0.0002389479,0.00007036397,0.00007884056,0.0000862856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007763784,"about_ca_system_score_gemma":0.0000238724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003406285,"about_ca_topic_score_gemma":0.000001771687,"domain_scores_codex":[0.9995447,0.000006017155,0.0001359875,0.00006622855,0.0001562077,0.00009090548],"domain_scores_gemma":[0.9993744,0.00001123179,0.0001916068,0.0002318534,0.00008694075,0.0001039229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006708426,0.0004464996,0.04354555,0.000005105899,0.00004544819,0.000008232956,0.0006893341,0.0003412395,0.06403025,0.01861532,0.2250119,0.647194],"study_design_scores_gemma":[0.0005071652,0.0003609867,0.2013359,0.0001183001,0.0000213841,0.000005014291,0.0004700982,0.0003000367,0.002047207,0.00686139,0.7878252,0.000147337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569819,0.00002203081,0.01500437,0.01253775,0.0001870678,0.00008725671,0.000005316826,0.000003434453,0.01517088],"genre_scores_gemma":[0.9975721,0.000001912354,0.001623156,0.0001873558,0.0003960749,8.695145e-7,2.422861e-7,0.000002901408,0.000215355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6470467,"threshold_uncertainty_score":0.2555506,"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."}}