{"id":"W4319162184","doi":"10.21203/rs.3.rs-2375252/v1","title":"Stratospheric water vapor affecting atmospheric circulation","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Natural Environment Research Council; Met Office; Scheme for Promotion of Academic and Research Collaboration; Deutsche Forschungsgemeinschaft; National Aeronautics and Space Administration","keywords":"Environmental science; Circulation (fluid dynamics); Water vapor; Atmospheric sciences; Atmospheric circulation; Meteorology; Climatology; Geography; Geology; Physics; Mechanics","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":[0.000152898,0.000322705,0.0002002295,0.0002908111,0.000212499,0.0006830706,0.0001858827,0.0002897846,0.004487402],"category_scores_gemma":[0.0009417815,0.0001612374,0.0002535706,0.0003802153,0.0002522012,0.0005741516,0.0003471244,0.0002976056,0.0003140853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003321404,"about_ca_system_score_gemma":0.0004069566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02265542,"about_ca_topic_score_gemma":0.009518385,"domain_scores_codex":[0.9999263,0.0000206411,0.000002211043,0.0000177199,0.00001216814,0.00002083168],"domain_scores_gemma":[0.9998845,0.00007023011,0.000008839171,0.00000903032,0.00001190855,0.00001552322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001376928,0.0002377804,0.2384579,0.000679837,0.00107211,0.002975208,0.001044175,0.2255107,0.2188946,0.1256254,0.02768422,0.1564411],"study_design_scores_gemma":[0.0001262786,0.0001112585,0.519558,0.00003882005,0.0003979814,0.0003940822,0.0007535823,0.3297452,0.06216752,0.07302938,0.01362853,0.00004947048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609463,0.001525955,0.00865401,0.0008417484,0.0002861909,0.00001778335,0.00147471,0.000331202,0.02592213],"genre_scores_gemma":[0.9953032,0.0004109766,0.0005176477,0.00002446949,0.00006143966,0.000003053462,0.0002550677,0.00005841907,0.003365749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02265542,"threshold_uncertainty_score":0.0450471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07462160019609092,"score_gpt":0.3384838097375653,"score_spread":0.2638622095414744,"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."}}