{"id":"W4406560219","doi":"10.1016/s2211-0380(14)49427-4","title":"10.1016/s2211-0380(14)49427-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Photoprotection; Biology; Botany","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001086347,0.0001015922,0.0001515578,0.00008141393,0.00006477293,0.00001794399,0.00006228835,0.00005236351,0.9987192],"category_scores_gemma":[0.00005034743,0.00009071174,0.00005918742,0.000200392,0.00001982579,0.00004207722,0.00001677555,0.0001460136,0.9952692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003698755,"about_ca_system_score_gemma":0.00002520007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002330884,"about_ca_topic_score_gemma":7.890878e-8,"domain_scores_codex":[0.9992914,0.00001907761,0.0001346761,0.0001869737,0.0001653892,0.0002024874],"domain_scores_gemma":[0.9995265,0.00001953933,0.0000164827,0.0002300972,0.00003787394,0.0001695267],"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":[0.000117088,0.00004131954,4.122476e-7,0.000008561346,0.00001606531,0.00001996527,0.00002016198,0.000008900444,0.0002709166,4.112019e-7,0.3361062,0.66339],"study_design_scores_gemma":[0.0005684195,0.0001484736,0.0001163398,0.00005609221,0.00002402418,0.00008758336,0.000001721269,0.000150708,0.0006912618,0.000004862518,0.9980431,0.0001073835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001100185,0.00005638069,0.000003549853,0.001556663,0.000002720065,0.0002512573,0.000001983595,0.0002130982,0.9968142],"genre_scores_gemma":[0.0006806153,2.537673e-7,0.0001655146,0.0003265387,0.0002583168,0.00002118825,0.00000704319,0.00002252178,0.998518],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6632826,"threshold_uncertainty_score":0.3699117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006944430538739822,"score_gpt":0.1952714997113109,"score_spread":0.1883270691725711,"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."}}