{"id":"W4220956817","doi":"10.5194/egusphere-egu22-5687","title":"Studying the middle/upper atmosphere of Venus and Mars combining 3D modeling and observations","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Venus; Mars Exploration Program; Span (engineering); Planet; Astrobiology; Physics; Astronomy; Engineering","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":[0.0004204373,0.0007055723,0.0005280693,0.0008043338,0.0005150825,0.001431371,0.0007267936,0.0009104979,0.0009337039],"category_scores_gemma":[0.0005737216,0.0004638704,0.001576747,0.001131757,0.0002884945,0.001194022,0.0009453253,0.0007486209,0.0005278136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006038297,"about_ca_system_score_gemma":0.0004996927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02358035,"about_ca_topic_score_gemma":0.0175217,"domain_scores_codex":[0.9997985,0.00003233067,0.000008366866,0.00008197063,0.00004378309,0.00003518657],"domain_scores_gemma":[0.9998073,0.00003988474,0.00003075465,0.0000479,0.00002628338,0.0000478105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004332507,0.0005964241,0.3531249,0.0004332375,0.001529677,0.0005228244,0.001373456,0.4638431,0.0472435,0.004777171,0.01027581,0.1158465],"study_design_scores_gemma":[0.00008833886,0.00009036479,0.2162126,0.00006080956,0.0002783291,0.000153605,0.0005452156,0.7612637,0.003654531,0.003283472,0.0142335,0.000135468],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482611,0.002653666,0.02691949,0.001279642,0.0001902624,0.00006439475,0.006181548,0.002581952,0.01186792],"genre_scores_gemma":[0.9751596,0.0007049355,0.01897111,0.0002100345,0.0001433784,0.00004864866,0.003805448,0.0002413854,0.0007154147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02358035,"threshold_uncertainty_score":0.04688621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0975314258718197,"score_gpt":0.2464694341483833,"score_spread":0.1489380082765636,"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."}}