{"id":"W2801913708","doi":"10.15627/jd.2018.2","title":"Exploring the Impact of Natural Light Exposure on Sleep of Healthy Older Adults: A Field Study","year":2018,"lang":"en","type":"article","venue":"Journal of Daylighting","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Research Foundation","funders":"","keywords":"Daylight; Sleep (system call); Medicine; Circadian rhythm; Illuminance; Sleep quality; Audiology; Demography; Insomnia; Internal medicine; Psychiatry","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":[0.0005855521,0.0001381586,0.0003235638,0.0001881304,0.0001464748,0.00002266457,0.0003205141,0.00003475919,0.00003027799],"category_scores_gemma":[0.0009446177,0.00007739398,0.0002325721,0.000346614,0.00004794199,0.0003188434,0.0000499613,0.0004447055,0.000004570008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004708135,"about_ca_system_score_gemma":0.00007319573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002761287,"about_ca_topic_score_gemma":0.000005768986,"domain_scores_codex":[0.9982626,0.0001756671,0.0006953431,0.0001607187,0.0004481141,0.0002574903],"domain_scores_gemma":[0.9980319,0.0005764948,0.0008463394,0.0002630846,0.0001859375,0.00009630457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006727132,0.003694996,0.1661359,0.000275078,0.0003942946,0.0005065726,0.1852067,0.0002531228,0.5490466,0.001760971,0.001998311,0.08400034],"study_design_scores_gemma":[0.002196807,0.008980707,0.1477428,0.0007194832,0.00003676546,0.0002465892,0.004201056,0.000163907,0.8353938,0.00001917632,0.0001411338,0.000157701],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974909,0.0002447809,0.00001184622,0.0004900886,0.000918438,0.0001939118,0.000002093577,0.00000702457,0.0006408461],"genre_scores_gemma":[0.9990742,0.00002777675,0.00003325293,0.0001581387,0.0006731457,0.000002478269,4.254753e-8,0.00001412869,0.00001685913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2863472,"threshold_uncertainty_score":0.3156035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0428437390591542,"score_gpt":0.3070220553012026,"score_spread":0.2641783162420485,"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."}}