{"id":"W1967238360","doi":"10.1046/j.1467-2494.2002.00130.x","title":"Sunscreen in vitro spectroscopy: application to UVA protection assessment and correlation with in vivo persistent pigment darkening","year":2002,"lang":"en","type":"article","venue":"International Journal of Cosmetic Science","topic":"Skin Protection and Aging","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Sun protection factor; In vivo; Irradiation; In vitro; Sunscreening Agents; Chemistry; Materials science; Dermatology; Physics; Medicine; Biology; Biochemistry","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":[0.0008250913,0.00008349081,0.0001419494,0.0006736272,0.00006110271,0.00007328296,0.0001437855,0.00002077089,0.00003370826],"category_scores_gemma":[0.00007561601,0.00006841038,0.00003403451,0.0005496274,0.00008242302,0.0002647811,0.00003028535,0.000219373,0.000002461042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006584604,"about_ca_system_score_gemma":0.00009481635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004620718,"about_ca_topic_score_gemma":0.000007688381,"domain_scores_codex":[0.9983858,0.00002782141,0.0003313594,0.0002005091,0.0009066138,0.0001479386],"domain_scores_gemma":[0.9992782,0.00002652185,0.0001997255,0.00008209833,0.0003000451,0.000113336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006038235,0.0002731521,0.02695251,0.00001075029,0.00002704589,0.00005825718,0.0008051348,0.003294737,0.9271947,0.0001703633,0.00003625318,0.04057331],"study_design_scores_gemma":[0.00913782,0.00285992,0.2607524,0.001762504,0.00009519821,0.004573903,0.002323808,0.4236812,0.2918736,0.0003527029,0.002104503,0.0004823536],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8417718,0.00008173007,0.1493957,0.005849354,0.0002777991,0.0005267773,9.405898e-7,0.000009880076,0.002085982],"genre_scores_gemma":[0.9869478,0.00002039678,0.01249789,0.0003705814,0.00007648088,0.00002176525,3.189972e-7,0.000005847876,0.00005893963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.635321,"threshold_uncertainty_score":0.2789694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167870933261015,"score_gpt":0.297150931227208,"score_spread":0.2803638379011065,"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."}}