{"id":"W3046018198","doi":"10.3390/atmos11080795","title":"Trends of UV Radiation in Antarctica","year":2020,"lang":"en","type":"article","venue":"Atmosphere","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Polar Programs; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Environmental science; Irradiance; Spectroradiometer; Meteorology; Climatology; Atmospheric sciences; Geology; Geography; Reflectivity; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005458193,0.00007090006,0.0001386457,9.44336e-7,0.00002129195,0.000008656995,0.00009993974,0.00004096541,0.01120417],"category_scores_gemma":[0.00001935991,0.00006145073,0.0000386818,0.000426247,0.00003150572,0.0001272134,0.000005527292,0.00007084721,0.0001752156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002116633,"about_ca_system_score_gemma":0.00002161413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755371,"about_ca_topic_score_gemma":0.0007414172,"domain_scores_codex":[0.9993865,0.00002746519,0.000176122,0.0001400246,0.0001182929,0.0001515971],"domain_scores_gemma":[0.9997396,0.00003936084,0.00005621693,0.00007966544,0.000009016551,0.00007612243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003093334,0.000007481642,0.7785238,0.00001169283,0.000005713673,0.000008918595,0.000405121,0.002828873,0.00001408239,0.00003728135,0.0007251354,0.217401],"study_design_scores_gemma":[0.000369845,0.0001891233,0.9617047,0.000007983407,0.000008862234,0.000001746003,0.0004437028,0.02847238,0.0001110462,0.0001059218,0.008479333,0.0001054085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603398,0.0007290902,0.0000398909,0.00127974,0.00006542745,0.00003963921,0.00001297501,0.00002467925,0.03746876],"genre_scores_gemma":[0.9975408,0.0001252058,0.001649021,0.0004825654,0.00005219802,2.985807e-7,0.00002737983,0.000002442825,0.0001200976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2172956,"threshold_uncertainty_score":0.9896997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305943404638945,"score_gpt":0.2152475493494045,"score_spread":0.2021881153030151,"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."}}