{"id":"W2940051350","doi":"10.1111/phpp.12474","title":"Spectroscopic observations on human pigmentation","year":2019,"lang":"en","type":"article","venue":"Photodermatology Photoimmunology & Photomedicine","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Melanin; Vitiligo; Absorbance; Human skin; Spectral line; Absorption (acoustics); Absorption spectroscopy; Materials science; Irradiation; Chemistry; Analytical Chemistry (journal); Optics; Dermatology; Physics; Biology; Chromatography; Medicine; Biochemistry; Composite material","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001949506,0.0003179078,0.0004143898,0.0002207542,0.0001958668,0.0000146469,0.0003366023,0.0003203086,0.001109225],"category_scores_gemma":[0.00004290926,0.0003083734,0.0001015803,0.0002054321,0.0002378731,0.00001155328,0.00008770133,0.0002846093,0.0005256252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005733914,"about_ca_system_score_gemma":0.00006979304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005618426,"about_ca_topic_score_gemma":0.0000170282,"domain_scores_codex":[0.9980228,0.0001645397,0.0004974221,0.0006311456,0.0002116693,0.0004724568],"domain_scores_gemma":[0.9988338,0.0000469173,0.0002228556,0.000730473,0.00008813613,0.0000778149],"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":[0.0001871549,0.0001629805,0.02924049,0.0000243517,0.0001274257,0.00001288802,0.0001586722,0.000008569526,0.9662139,0.0008078912,0.002964407,0.00009130137],"study_design_scores_gemma":[0.004016229,0.001226202,0.08034974,0.00004606986,0.00004462832,0.0001607741,0.0003368779,0.0000639459,0.898487,0.0004457047,0.0144753,0.0003474913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892103,0.0004231553,0.0001037827,0.0004378809,0.0009681024,0.0008833728,0.00001242499,0.00006893037,0.007892034],"genre_scores_gemma":[0.9915569,0.0001863313,0.0001788654,0.003948042,0.0001133398,0.0002038258,0.001263177,0.00004424498,0.002505207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06772684,"threshold_uncertainty_score":0.9999368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145138997361129,"score_gpt":0.3007164840009946,"score_spread":0.2792650940273833,"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."}}