{"id":"W4404206364","doi":"10.1016/j.jenvp.2024.102484","title":"Effects of near-infrared radiation in ambient lighting on cognitive performance, emotion, and heart rate variability","year":2024,"lang":"en","type":"article","venue":"Journal of Environmental Psychology","topic":"Color perception and design","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; University of British Columbia","funders":"Office of Energy Efficiency; Building Technologies Office; Office of Energy Efficiency and Renewable Energy; U.S. Department of Energy","keywords":"Cognition; Infrared; Psychology; Radiation; Heart rate variability; Heart rate; Audiology; Environmental science; Cognitive psychology; Medicine; Optics; Internal medicine; Physics; Neuroscience","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":[0.0002967808,0.0002737071,0.0003910074,0.00009963477,0.0001797032,0.0003058626,0.0001222414,0.00025237,0.001044723],"category_scores_gemma":[0.0007238842,0.0001463958,0.0002162787,0.0001146103,0.0002446057,0.0001063746,0.0002706582,0.0003435048,0.0001308335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130531,"about_ca_system_score_gemma":0.0001183285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006668853,"about_ca_topic_score_gemma":0.001099024,"domain_scores_codex":[0.99972,0.00009438107,0.00002022619,0.00006518068,0.00006008484,0.00004005969],"domain_scores_gemma":[0.9996787,0.0001116151,0.00005622575,0.00003745961,0.000030802,0.00008516198],"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":[0.0406196,0.005446176,0.1244365,0.0004294078,0.0004008385,0.0002150477,0.0009871563,0.0004187859,0.7587485,0.0001147071,0.0002916141,0.06789165],"study_design_scores_gemma":[0.0001947374,0.01104733,0.963644,0.00001104235,0.0001603247,0.0001633405,0.0002703962,0.0003470319,0.02370883,0.0000556935,0.0003809548,0.00001637731],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999504,0.000100014,0.0001440554,0.000007904565,0.000006026692,0.00001057778,0.0000175421,0.00000284664,0.0002070941],"genre_scores_gemma":[0.9990742,0.00007425861,0.0004218143,0.00002400422,0.00001065138,0.00003550786,0.00004367221,0.000002402583,0.0003136125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001044723,"threshold_uncertainty_score":0.003494918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112196655616432,"score_gpt":0.2979447359101287,"score_spread":0.2868227693539643,"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."}}