{"id":"W4414666358","doi":"10.1029/2024ea004157","title":"TEMPO at Night","year":2025,"lang":"en","type":"article","venue":"Earth and Space Science","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NASA Earth Science Technology Office","keywords":"Radiance; Airglow; Light pollution; Moonlight; Spectral bands; Sky; Night sky; Spectral line; Troposphere","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":[0.0004907947,0.00008377549,0.0000810745,0.00005491967,0.0006151769,0.00004571585,0.0001872473,0.00002742729,0.001474841],"category_scores_gemma":[0.0000346187,0.00006661018,0.00001609292,0.0003930856,0.0009012375,0.000279285,0.0002822447,0.00007107943,0.0005906406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008824533,"about_ca_system_score_gemma":0.00003369479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001026287,"about_ca_topic_score_gemma":0.0001489956,"domain_scores_codex":[0.9988585,0.00001400504,0.00008425958,0.0003011664,0.0003087948,0.0004333055],"domain_scores_gemma":[0.9995257,0.00002005796,0.00002696864,0.0001967057,0.000002074484,0.0002285352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001319668,0.00002873566,0.9483512,0.000005792114,0.000001248734,0.000003019402,0.0003508315,0.0000142991,0.0402255,0.001764559,0.004056127,0.005185463],"study_design_scores_gemma":[0.0001413464,0.00003659191,0.8389744,0.000005996812,0.000001938777,0.000002441229,0.0000322134,0.0001309501,0.009425011,0.0002301208,0.1509372,0.00008185389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.827921,0.00009085777,0.00007170709,0.003825262,0.0001145926,0.00009031226,7.456301e-7,0.00001993491,0.1678656],"genre_scores_gemma":[0.951735,0.00007334767,0.0007690698,0.0009576333,0.00001216985,0.000001906146,3.142275e-7,0.000002274176,0.04644832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.146881,"threshold_uncertainty_score":0.9994379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00536531524694238,"score_gpt":0.232321505115866,"score_spread":0.2269561898689236,"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."}}