{"id":"W4286249749","doi":"10.1111/ina.13076","title":"The effect of indoor daylight spectrum and intensity on viability of indoor pathogens on different surface materials","year":2022,"lang":"en","type":"article","venue":"Indoor Air","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Daylight; Humidity; Environmental science; Ventilation (architecture); Light intensity; Indoor air; Materials science; Environmental engineering; Meteorology; Optics","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":[0.0002118593,0.0003037213,0.0002152776,0.000194429,0.0002037879,0.0004375819,0.0001696092,0.0002305782,0.001037174],"category_scores_gemma":[0.0003852063,0.0001308182,0.0002624749,0.0001550824,0.0002301663,0.0002926786,0.0002814514,0.0003731321,0.0001376957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001263308,"about_ca_system_score_gemma":0.0001262147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009083512,"about_ca_topic_score_gemma":0.001374988,"domain_scores_codex":[0.9996723,0.00006512439,0.00002463202,0.00007337286,0.00009813301,0.00006648692],"domain_scores_gemma":[0.999607,0.0001398021,0.0000911351,0.00003001994,0.00009151692,0.00004050248],"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":[0.0004246484,0.0001038973,0.007880515,0.00009849318,0.00002035361,0.00005310877,0.0001467834,0.0001741121,0.9865546,0.00004388778,0.00003903832,0.004460483],"study_design_scores_gemma":[0.000006160306,0.001989861,0.08838514,0.00001646566,0.00005253737,0.00009957204,0.0004509425,0.000793018,0.9075136,0.00006073415,0.0006109176,0.00002108594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986261,0.0002750923,0.0004217182,0.00001086649,0.000008250489,0.000007955102,0.00008650806,0.000006699187,0.0005569498],"genre_scores_gemma":[0.9983188,0.0002282073,0.0008175406,0.00001907537,0.000003774034,0.00001250429,0.00009640169,0.000006411209,0.0004971972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001037174,"threshold_uncertainty_score":0.003469706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004374545278356236,"score_gpt":0.193141161642257,"score_spread":0.1887666163639008,"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."}}