{"id":"W6959399193","doi":"10.1021/acs.chemrestox.0c00090.s001","title":"Enhanced Dark-Field\\nHyperspectral Imaging and Spectral\\nAngle Mapping for Nanomaterial Detection in Consumer Care Products\\nand in Skin Following Dermal Exposure","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmetics; Hairless; Dorsum; Hair care; Skin care; Nanomaterials; Nano-; Spectral analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002705867,0.0003508014,0.0001404207,0.000532646,0.0002516895,0.00026963,0.0003162728,0.000503547,0.002123993],"category_scores_gemma":[0.0002188952,0.0002460793,0.0002770596,0.0002747198,0.0003269977,0.0004806728,0.000366562,0.000555629,0.0004906745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003650904,"about_ca_system_score_gemma":0.0002364679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153464,"about_ca_topic_score_gemma":0.003625111,"domain_scores_codex":[0.99979,0.00002607764,0.000008448572,0.00006696203,0.00008060842,0.00002798916],"domain_scores_gemma":[0.9998931,0.00002909654,0.00002545889,0.00001304106,0.00002747323,0.00001191292],"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":[0.00002838659,0.00002462446,0.0003322429,0.0000619164,0.000003694351,0.00004785866,0.00002905173,0.0001035504,0.9946485,0.0002812184,0.0001431821,0.004295771],"study_design_scores_gemma":[0.000003508678,0.00007499781,0.002556071,0.000008007123,0.000006910357,0.0001374734,0.00005462245,0.004084839,0.9907514,0.0001236769,0.00218762,0.00001075132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8126206,0.003056683,0.1596562,0.0004928352,0.0001889446,0.0001935391,0.0006469603,0.0008195342,0.02232477],"genre_scores_gemma":[0.816701,0.002493314,0.1625678,0.0004846267,0.00003620502,0.0002098411,0.0005814231,0.00008889671,0.01683689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002123993,"threshold_uncertainty_score":0.00710541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964472939263412,"score_gpt":0.2506373811902705,"score_spread":0.2309926517976364,"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."}}