{"id":"W2747683301","doi":"10.1016/j.jastp.2015.11.013","title":"Recent advances in the vertical coupling in the Atmosphere–Ionosphere System","year":2015,"lang":"en","type":"article","venue":"Journal of Atmospheric and Solar-Terrestrial Physics","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Stratosphere; Atmospheric sciences; Tropopause; Ozone; Ozone layer; Humidity; Environmental science; Atmosphere (unit); Cosmic ray; Northern Hemisphere; Physics; Astrophysics; Meteorology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00156544,0.0002142857,0.0004194291,0.000001000928,0.0001299495,0.000177986,0.0005077842,0.00009397944,0.00003974956],"category_scores_gemma":[0.0001053323,0.0001124594,0.0001037038,0.0005038778,0.0001230353,0.0006525164,0.00001763023,0.0005552828,0.00001610065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002992049,"about_ca_system_score_gemma":0.0001959424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002876807,"about_ca_topic_score_gemma":0.0003593325,"domain_scores_codex":[0.997811,0.0002931947,0.000685752,0.0001839378,0.0006517713,0.0003742957],"domain_scores_gemma":[0.9989086,0.0004369879,0.0002638737,0.0001996773,0.00005854979,0.000132333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001647324,0.000277253,0.5212812,0.00006151349,0.00005827294,0.0005816092,0.0054506,0.2265381,0.000002731854,0.000618732,0.001279988,0.2422026],"study_design_scores_gemma":[0.01024285,0.003309506,0.2266985,0.0006023598,0.0002886745,0.0007614391,0.1216873,0.5301189,0.00001074173,0.007360266,0.09789683,0.001022635],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790425,0.01636754,0.0008503888,0.0005274237,0.0008796583,0.0002431685,0.000002277763,0.000009566646,0.002077504],"genre_scores_gemma":[0.9932727,0.004669348,0.0008624547,0.0002752259,0.0009024753,0.000001562595,0.000003758179,0.000006617199,0.000005891753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3035808,"threshold_uncertainty_score":0.4585963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575298757125531,"score_gpt":0.2463528116242693,"score_spread":0.220599824053014,"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."}}