{"id":"W2771841941","doi":"","title":"Ultraviolet Radiation evolution during the 21st century","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Ultraviolet radiation; Astrobiology; Computer science; Physics; Chemistry; Radiochemistry","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":[0.0002668842,0.0001723989,0.0001649484,0.0003980465,0.0002621066,0.0009191245,0.0001730126,0.000439726,0.001253188],"category_scores_gemma":[0.000630528,0.0001232736,0.0004065436,0.001164485,0.0001896943,0.0005776404,0.0004602978,0.0004096356,0.0002481515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007705795,"about_ca_system_score_gemma":0.0002993888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009853563,"about_ca_topic_score_gemma":0.005417054,"domain_scores_codex":[0.9998584,0.00001920103,0.000007271976,0.00005536484,0.00003689269,0.00002279709],"domain_scores_gemma":[0.9998895,0.00001865254,0.00002979474,0.0000167815,0.00003292546,0.00001241469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003865954,0.0001925229,0.6355773,0.0005877693,0.0005660441,0.000729499,0.001862031,0.2214681,0.01791945,0.030066,0.004180084,0.08646458],"study_design_scores_gemma":[0.00002778412,0.0001034685,0.9160689,0.0000877664,0.0001450898,0.0002597864,0.0003458721,0.04308145,0.004077891,0.005918334,0.02982131,0.00006236807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852268,0.00126054,0.001411157,0.0001912193,0.00002961726,0.000009156634,0.002220778,0.00005375108,0.009597056],"genre_scores_gemma":[0.9950943,0.001031585,0.0009849393,0.00003512387,0.00002262033,0.000009293923,0.001727685,0.00003622904,0.001058289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009853563,"threshold_uncertainty_score":0.01959246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009009264875926596,"score_gpt":0.203885760788423,"score_spread":0.1948764959124964,"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."}}