{"id":"W2031984110","doi":"10.1086/679227","title":"Evaluation of the Sky Brightness at Two Argentinian Astronomical Sites","year":2014,"lang":"en","type":"article","venue":"Publications of the Astronomical Society of the Pacific","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sky; Sky brightness; Light pollution; Brightness; Night sky; Radiance; Cherenkov radiation; Remote sensing; Telescope; Physics; Environmental science; Astronomy; Meteorology; Optics; Geology; Detector","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":[0.002197159,0.0001460477,0.0002170995,0.00001267169,0.0003986505,0.0000162052,0.001341124,0.00006938969,0.001238174],"category_scores_gemma":[0.000131905,0.00008224652,0.0005322113,0.0002289866,0.001130684,0.0001477303,0.0008359846,0.000179858,0.00005513053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005020297,"about_ca_system_score_gemma":0.00006742268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008637107,"about_ca_topic_score_gemma":0.00003743293,"domain_scores_codex":[0.9978029,0.0003939381,0.0004886125,0.0002516826,0.0007359085,0.000327024],"domain_scores_gemma":[0.9978845,0.000122528,0.000666212,0.001198133,0.00003444351,0.00009418744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006006886,0.0001767384,0.9778181,0.000005498149,0.00003630959,3.624714e-11,0.0002955151,0.004753685,0.0127,0.0003389928,0.003221044,0.0006481411],"study_design_scores_gemma":[0.0004243368,0.00001510763,0.9721514,0.000009385452,0.0001001765,1.781912e-7,0.0001046332,0.008030982,0.01424091,0.0004577989,0.004387492,0.00007760627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984082,0.0000144708,0.0001679925,0.01327969,0.0001365243,0.0005173374,0.00003076834,0.00000828484,0.001762872],"genre_scores_gemma":[0.9978138,0.000001385949,0.001215075,0.00002958518,0.00005128604,0.00002537997,0.000007812079,0.00001299245,0.0008426369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01373179,"threshold_uncertainty_score":0.9996749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514902821885056,"score_gpt":0.2588590618927152,"score_spread":0.2337100336738646,"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."}}