{"id":"W3147251753","doi":"10.1080/15502724.2021.1872383","title":"A Review of Human Physiological Responses to Light: Implications for the Development of Integrative Lighting Solutions","year":2021,"lang":"en","type":"review","venue":"LEUKOS The Journal of the Illuminating Engineering Society of North America","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":212,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"National Academy of Sciences; National Energy Technology Laboratory; National Science Foundation; Illuminating Engineering Society; National Aeronautics and Space Administration; U.S. Department of Energy","keywords":"Terminology; Daylight; Artificial light; Human health; Computer science; Risk analysis (engineering); Psychology; Medicine; Illuminance","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":[0.001037613,0.0002797455,0.00127763,0.0000607646,0.000406474,0.000009207072,0.001087524,0.00006847506,0.000002985788],"category_scores_gemma":[0.003758921,0.0001289859,0.001386906,0.0009955156,0.0002308734,0.0000428224,0.0002735816,0.0005809559,3.746054e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001406098,"about_ca_system_score_gemma":0.0005247024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002583704,"about_ca_topic_score_gemma":0.000001376423,"domain_scores_codex":[0.9976038,0.0002793899,0.001386872,0.0001784116,0.0002901741,0.0002613492],"domain_scores_gemma":[0.9936785,0.00309545,0.002321685,0.0004819345,0.0003634426,0.00005895927],"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":[0.00001649204,0.0003844569,0.00002070851,0.07077408,0.001362239,0.00000114265,0.02236809,0.002461235,0.03321939,0.0008504721,0.01096832,0.8575734],"study_design_scores_gemma":[0.0001869237,0.0002890588,0.0008976056,0.1531698,0.001523792,0.0001614319,0.0009610007,0.0002014262,0.007222857,0.000008847555,0.8349032,0.0004740085],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001555841,0.9892207,0.006836457,0.001222252,0.0001633638,0.0009084028,0.00007147958,0.00001095003,0.00001052196],"genre_scores_gemma":[0.004393382,0.9880282,0.0070307,0.0002366777,0.000119518,0.00008219516,0.000002799404,0.0000374206,0.00006913325],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8570994,"threshold_uncertainty_score":0.5259892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07776154911548831,"score_gpt":0.3386871203762499,"score_spread":0.2609255712607615,"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."}}