{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000454268,0.0001580311,0.0002466549,0.0001301609,0.00007629936,0.00005465867,0.00004917573,0.0000745596,0.0008143923],"category_scores_gemma":[0.0007858083,0.0001630102,0.00006459482,0.0002634698,0.000005001632,0.0001671401,0.00003552185,0.000190903,0.0000106568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008260162,"about_ca_system_score_gemma":0.00006475054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002797198,"about_ca_topic_score_gemma":0.00004521044,"domain_scores_codex":[0.9989353,0.00002824497,0.0002336703,0.0003979677,0.0001081091,0.0002967437],"domain_scores_gemma":[0.9996731,0.00004278995,0.00005586586,0.0000986805,0.000051626,0.00007791354],"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":[0.0006037323,0.0000525233,0.007896272,0.002071614,0.00004292969,0.0002915839,0.01415504,0.0000101536,0.9296662,0.000002012277,0.002094809,0.04311315],"study_design_scores_gemma":[0.005092915,0.0002087002,0.02528708,0.002423745,0.00002258766,0.00006716777,0.005281658,0.0003097308,0.9562576,0.000008971584,0.004710218,0.0003296286],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951159,0.001277218,0.00007454413,0.0009800622,0.0002216857,0.001282022,0.0006016289,0.000105302,0.0003416138],"genre_scores_gemma":[0.997696,0.000003113577,0.0004635585,0.0004166469,0.0003303144,0.0002425864,0.0008086801,0.00002702218,0.00001208263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04278352,"threshold_uncertainty_score":0.8917025,"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."}}