{"id":"W3127272220","doi":"","title":"Recent Findings from Spaceborne Observations of the Middle Atmosphere I","year":2020,"lang":"en","type":"article","venue":"AGU Fall Meeting 2020","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of Toronto","funders":"","keywords":"Atmosphere (unit); Astrobiology; Geology; Environmental science; Meteorology; Remote sensing; Atmospheric sciences; Earth science; Geography; Physics","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":[0.0005735841,0.0004398169,0.0002148502,0.0006843787,0.0004816915,0.001272459,0.0004323876,0.000600618,0.002359455],"category_scores_gemma":[0.000719,0.0001930769,0.0003147931,0.0008413984,0.0004223094,0.0007509502,0.0008954083,0.0008316605,0.0005842736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00045288,"about_ca_system_score_gemma":0.0003775252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008158656,"about_ca_topic_score_gemma":0.01053779,"domain_scores_codex":[0.9998553,0.000006511677,0.000004463118,0.00006866499,0.00003776529,0.00002734184],"domain_scores_gemma":[0.9995447,0.00009702554,0.00009273679,0.0000494234,0.0001356216,0.00008052718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001867385,0.0003647591,0.3188113,0.001335511,0.0006769623,0.0005497831,0.0009823454,0.001739323,0.3725597,0.004341472,0.01393252,0.2828389],"study_design_scores_gemma":[0.00008296913,0.0002358266,0.8791733,0.0001432039,0.000266367,0.000242009,0.0006653974,0.0007799775,0.01667497,0.002184239,0.09950319,0.00004857895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8708171,0.03710073,0.008641934,0.008244509,0.00145426,0.00007952232,0.008585791,0.0002730361,0.06480319],"genre_scores_gemma":[0.9631388,0.01097089,0.006823865,0.004046649,0.001732949,0.00004718279,0.006883025,0.0000575754,0.006299248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008158656,"threshold_uncertainty_score":0.01622236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0514894946751213,"score_gpt":0.2138342376072893,"score_spread":0.1623447429321681,"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."}}