{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00126039,0.0005857786,0.0003258776,0.0002040638,0.0003236305,0.0004029254,0.0002085116,0.0003195614,0.002575672],"category_scores_gemma":[0.003492108,0.0001491793,0.0004122431,0.0001051025,0.0003456739,0.0003631302,0.0004946165,0.0003286748,0.0002159202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001433743,"about_ca_system_score_gemma":0.000144996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003093291,"about_ca_topic_score_gemma":0.0005317714,"domain_scores_codex":[0.9990746,0.0003973568,0.00007204165,0.0001745973,0.0002017887,0.00007961138],"domain_scores_gemma":[0.9966762,0.001497238,0.0003515477,0.0002531142,0.0006184352,0.0006034892],"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":[0.02316918,0.0112032,0.1158444,0.001563963,0.0005039499,0.0007935925,0.01178309,0.002735264,0.783143,0.0003918323,0.00180398,0.04706453],"study_design_scores_gemma":[0.001008444,0.07339404,0.7569433,0.00009062283,0.0004934463,0.001050495,0.007502629,0.007673455,0.1473524,0.0004447031,0.003676494,0.000369951],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998061,0.00003144614,0.001282205,0.00000915195,0.00001493852,0.00004541417,0.00005467055,0.00001677919,0.0004843875],"genre_scores_gemma":[0.9950749,0.00005115937,0.003141627,0.00005759891,0.00001846486,0.0001489174,0.0002359812,0.00001521852,0.00125595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002575672,"threshold_uncertainty_score":0.008616447,"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."}}