{"id":"W2269050092","doi":"10.1017/s1431927602100286","title":"Monitoring Skin Hydration and Product Induced Changes by Near-Infrared Spectroscopic Imaging","year":2002,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Institute for Biodiagnostics","funders":"","keywords":"Infrared; Materials science; Optics; Physics","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":[0.0001527517,0.0002047366,0.0002117968,0.00006914711,0.0002130422,0.0001444278,0.0001552894,0.0001166477,0.00008560627],"category_scores_gemma":[0.00006200621,0.0001897957,0.00005189361,0.0002172076,0.000240991,0.000009834544,0.0001682403,0.0001768653,0.00000514698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002781305,"about_ca_system_score_gemma":0.00001191599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005766393,"about_ca_topic_score_gemma":0.000005892337,"domain_scores_codex":[0.9986687,0.00004190364,0.0001848073,0.0005808843,0.0001509677,0.000372694],"domain_scores_gemma":[0.9994441,0.00001188454,0.00006136819,0.0002867142,0.00004824722,0.0001476473],"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":[0.00001686858,0.00004542791,0.006293538,0.00002358626,0.00005147841,0.000001700871,0.00006331144,1.630264e-8,0.9740667,0.000001272801,0.006094588,0.01334156],"study_design_scores_gemma":[0.0002487346,0.0001034139,0.0004452402,0.0000241614,0.00004429906,0.000009730513,0.00003879553,0.00008165839,0.9767194,0.00004024199,0.02204471,0.0001996498],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834548,0.01437856,0.0006088951,0.0007804573,0.00004621923,0.0001487793,0.00001275063,0.000029931,0.0005396621],"genre_scores_gemma":[0.9877049,0.005899293,0.003125714,0.0002023372,0.0002173461,0.00003448133,0.00005928221,0.00002397888,0.002732724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01595012,"threshold_uncertainty_score":0.7739645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010643491949468,"score_gpt":0.2885751645105262,"score_spread":0.2784687295910315,"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."}}