{"id":"W2314471479","doi":"10.3130/aije.73.857","title":"EXPERIMENT ON SUBJECTIVE EVALUATION OF LUMINOUS ENVIRONMENT OF A LIVING ROOM WITH VARIOUS ARRANGEMENTS OF SMALL ELECTRIC LIGHTS WITH COMPACT SELF-BALLASTED FLUORESCENT LAMP AND DIFFERENT LIGHT SOURCE COLOR IN DAYTIME AND NIGHTTIME","year":2008,"lang":"en","type":"article","venue":"Journal of Environmental Engineering (Transactions of AIJ)","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Brightness; Sky; Visibility; Ceiling (cloud); Electric light; Daytime; Sky brightness; GLARE; Artificial light; Optics; Daylighting; Luminous efficacy; Environmental science; Color temperature; Overcast; Daylight; Light pollution; Illuminance; Physics; Materials science; Meteorology; Astronomy","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":[0.0001364961,0.0001503882,0.0003134832,0.0001967379,0.00004283234,0.000003979222,0.00008045915,0.00002604475,0.00003602951],"category_scores_gemma":[0.000001429628,0.0001173021,0.00005183629,0.0001103044,0.00005645037,0.00008622814,0.000008038078,0.0001212753,1.815874e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001320446,"about_ca_system_score_gemma":0.0000332224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003729084,"about_ca_topic_score_gemma":0.000003210001,"domain_scores_codex":[0.9989315,0.00003056918,0.0003840614,0.0001381172,0.0003900725,0.0001256492],"domain_scores_gemma":[0.9993735,0.00007876914,0.0003462731,0.000117205,0.00001773291,0.00006650734],"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":[0.0002976536,0.004352564,0.05288373,0.00004905689,0.0005308637,0.000002070255,0.006933318,0.2922151,0.6409096,0.00001705767,0.000001103554,0.001807954],"study_design_scores_gemma":[0.002096497,0.003200924,0.554633,0.0003782818,0.0003402003,0.00002937468,0.0008179608,0.03428859,0.4039834,0.000004483774,0.00001295458,0.0002143799],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899371,0.0001287786,0.009545594,0.00001436479,0.000009702139,0.0003285333,0.000008640606,0.000002335306,0.00002489574],"genre_scores_gemma":[0.998948,0.00005751201,0.000952817,7.747569e-7,0.000008566542,0.00001253494,9.751781e-7,0.00001123182,0.000007611483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5017492,"threshold_uncertainty_score":0.478344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005403136588024831,"score_gpt":0.1789836959976706,"score_spread":0.1735805594096457,"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."}}