{"id":"W3195552962","doi":"10.6028/jres.126.025","title":"Estimation of the Ultraviolet-C Doses from Mercury Lamps and Light-Emitting Diodes Required to Disinfect Surfaces","year":2021,"lang":"en","type":"article","venue":"Journal of Research of the National Institute of Standards and Technology","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"School of Medicine, New York University; York University; Universität Basel; National Institute of Standards and Technology; Universidad de Chile; Universidad de Santiago de Chile; City University of New York; U.S. Department of Commerce","keywords":"Irradiance; Ultraviolet; Irradiation; Optoelectronics; Radiation; Materials science; Diode; Mercury (programming language); Wavelength; Optics; Mercury-vapor lamp; Light-emitting diode; Ultraviolet radiation; Computer science; Physics; Chemistry; Radiochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003378295,0.0002680825,0.0003213667,0.0004916926,0.0001659066,0.0005215217,0.0002851265,0.0005582085,0.0008232829],"category_scores_gemma":[0.001331381,0.000205513,0.0004394348,0.0003963898,0.0001494433,0.0004162611,0.0001965918,0.0002758876,0.0002676341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007907685,"about_ca_system_score_gemma":0.0005773762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002766596,"about_ca_topic_score_gemma":0.002184924,"domain_scores_codex":[0.9998671,0.00002203537,0.00000647775,0.00002129696,0.00006762735,0.00001555407],"domain_scores_gemma":[0.9992865,0.0004801684,0.00007305233,0.0000363578,0.0001103879,0.00001359709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001614679,0.00008741405,0.008576956,0.0003393852,0.00003768721,0.00009536169,0.00004770875,0.8646539,0.08375254,0.00160885,0.0005468153,0.04009178],"study_design_scores_gemma":[0.00001317221,0.0002082262,0.008085301,0.00002484754,0.00003584963,0.0001075547,0.00006696041,0.9025869,0.08638309,0.001090404,0.001372005,0.00002565006],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6956605,0.001677789,0.295059,0.0002231427,0.0000387985,0.00006378541,0.0004347301,0.0005561921,0.006286126],"genre_scores_gemma":[0.9676915,0.000717968,0.0301687,0.00001820566,0.000005400633,0.00003897764,0.0002138076,0.0000387028,0.001106724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002766596,"threshold_uncertainty_score":0.005737484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03131156396262338,"score_gpt":0.3817678258861431,"score_spread":0.3504562619235198,"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."}}