{"id":"W4415726000","doi":"10.1002/9781118410868.wbehibs174.pub2","title":"Beauty Products and Health","year":2025,"lang":"en","type":"other","venue":"The Wiley Blackwell Encyclopedia of Health, Illness, Behavior, and Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Beauty; Harm; Corollary; Modern life","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005494265,0.0001643668,0.0001298965,0.001324477,0.0008182618,0.002829306,0.0002334655,0.001010839,0.04110427],"category_scores_gemma":[0.00212376,0.00007949459,0.000245925,0.001363522,0.001608371,0.0009290074,0.001434391,0.0007057172,0.001974471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007784538,"about_ca_system_score_gemma":0.0006042796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004168651,"about_ca_topic_score_gemma":0.005661186,"domain_scores_codex":[0.9995421,0.0001970926,0.00001807066,0.00003830384,0.0001513374,0.00005308026],"domain_scores_gemma":[0.9988511,0.0005737219,0.0002730843,0.00005214998,0.0001205711,0.0001294266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003088518,0.000621801,0.05109335,0.003079483,0.00009326338,0.000914787,0.007337791,0.0003128776,0.001013601,0.176482,0.09134408,0.6673981],"study_design_scores_gemma":[0.00002252465,0.0002231358,0.1062688,0.003844166,0.00006297629,0.001914305,0.007137717,0.0002758004,0.0007064352,0.05479607,0.8247102,0.00003777145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07489567,0.2624321,0.0005067402,0.02985595,0.0009900708,0.00003900093,0.0005440414,0.00004242896,0.630694],"genre_scores_gemma":[0.656933,0.2126512,0.001195404,0.00605401,0.001090646,0.00003759353,0.0003500621,0.00002322795,0.1216649],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04110427,"threshold_uncertainty_score":0.1375074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623819393996204,"score_gpt":0.2852109802796663,"score_spread":0.2689727863397042,"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."}}