{"id":"W4406636302","doi":"10.1016/b978-0-7020-6275-9.00086-6","title":"10.1016/b978-0-7020-6275-9.00086-6","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Skin Protection and Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ultraviolet; Ultraviolet radiation; Radiation; Physics; Optics; Chemistry; Radiochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001201888,0.0003923059,0.0005474878,0.0003292112,0.00008918777,0.00003285653,0.0001476178,0.0003493629,0.9990603],"category_scores_gemma":[0.00003400039,0.0003741029,0.0002349613,0.00006060396,0.00005639672,0.00003860716,0.00006345222,0.0006090934,0.9967657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194591,"about_ca_system_score_gemma":0.00009824388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001245716,"about_ca_topic_score_gemma":1.083629e-7,"domain_scores_codex":[0.9984798,0.00001234545,0.0003442162,0.0004762629,0.0003816561,0.000305731],"domain_scores_gemma":[0.9989309,0.00003828923,0.00009623743,0.0005346808,0.00008581828,0.0003140694],"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":[0.0001903411,0.00002192786,1.134371e-8,0.00003907896,0.000102537,0.0001155912,0.00001129146,0.000002299128,0.00002500737,0.00003335841,0.225378,0.7740806],"study_design_scores_gemma":[0.0005471294,0.0002509002,0.000001797331,0.0005582394,0.000156058,0.0002184654,4.391106e-7,0.00001858515,0.00006957479,0.000144387,0.9976524,0.0003820085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[6.947453e-7,0.0003225384,0.000002317644,0.0007001914,0.000009085958,0.0006626446,0.00002487793,0.0003406204,0.997937],"genre_scores_gemma":[0.000002268503,0.000001253332,0.00009621919,0.0003585281,0.0009134394,0.00002707823,0.00008049734,0.0001383205,0.9983824],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7736986,"threshold_uncertainty_score":0.9998711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146885816361319,"score_gpt":0.1958466665808731,"score_spread":0.1843778084172599,"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."}}