{"id":"W3091902054","doi":"10.3847/1538-3881/abbffb","title":"Optical Night Sky Brightness Measurements from the Stratosphere","year":2020,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Royal Society; Science and Technology Facilities Council; UK Research and Innovation","keywords":"Brightness; Stratosphere; Night sky; Sky brightness; Zenith; Sky; Brightness temperature","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005074339,0.0001643138,0.0001668738,0.000002799451,0.0004908422,0.0001379735,0.0008260892,0.0000506714,0.01119788],"category_scores_gemma":[0.00002965329,0.00008113681,0.000113547,0.0000568447,0.0003014693,0.0002102404,0.0002009874,0.0006351905,0.002015484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901402,"about_ca_system_score_gemma":0.00003512667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006324523,"about_ca_topic_score_gemma":0.00002008282,"domain_scores_codex":[0.9983122,0.0001696509,0.000314985,0.0001980905,0.0005103023,0.0004947335],"domain_scores_gemma":[0.99906,0.0001052465,0.0001261601,0.0002218512,0.000003051399,0.0004837294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003242694,0.0001739753,0.9383736,0.000001507129,0.0001193025,0.000006209025,0.001406218,0.002114253,0.01368765,0.000166631,0.0309702,0.01265618],"study_design_scores_gemma":[0.0007225563,0.0001294831,0.9716228,0.000007961301,0.00004528284,0.00001133259,0.0002530162,0.0002776423,0.002050647,0.000374924,0.02435021,0.0001541565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513102,0.00006274807,0.001701622,0.04389007,0.0001416923,0.0001337803,0.000004819861,0.00001387354,0.002741241],"genre_scores_gemma":[0.9953596,0.000009964283,0.001084073,0.002582748,0.0008700575,0.000002138689,0.000002243937,0.00001574916,0.00007341106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04404946,"threshold_uncertainty_score":0.9987615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04201557689237014,"score_gpt":0.2309339923356496,"score_spread":0.1889184154432795,"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."}}