{"id":"W4410352557","doi":"10.5194/wcd-6-521-2025","title":"Dynamics of stratospheric wave reflection over the North Pacific","year":2025,"lang":"en","type":"article","venue":"Weather and Climate Dynamics","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Reflection (computer programming); Geology; Environmental science; Oceanography; Climatology; Remote sensing; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000089669,0.0001351561,0.0001123354,0.0003010678,0.0002742182,0.0003604823,0.0001438652,0.0001391834,0.0008180478],"category_scores_gemma":[0.0003630854,0.00008456409,0.00008573298,0.0002778179,0.0001857868,0.0001126625,0.0001941752,0.0001909457,0.00008320807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005834242,"about_ca_system_score_gemma":0.000539967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09239578,"about_ca_topic_score_gemma":0.09146506,"domain_scores_codex":[0.9999601,0.000003161554,0.000001175749,0.000008028679,0.0000135336,0.00001395054],"domain_scores_gemma":[0.9997928,0.00002618867,0.00008347376,0.00000877423,0.00004715431,0.00004165736],"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":[0.0002787822,0.00005934263,0.9325889,0.00003709528,0.0001067327,0.0006774385,0.0008376786,0.003912519,0.0455957,0.0004948034,0.001054627,0.01435635],"study_design_scores_gemma":[0.000004216119,0.00002251245,0.9958079,0.000003483409,0.00001014764,0.00004510551,0.0002073105,0.002851322,0.0005798328,0.00003724608,0.0004276394,0.000003391891],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988864,0.00004829197,0.00006669614,0.00003000402,0.000001273923,0.000002871971,0.0001192845,0.00001008809,0.0008350549],"genre_scores_gemma":[0.9996065,0.00004182115,0.00004862998,0.000005517769,0.000001458828,0.000001662385,0.0001541755,0.000001541693,0.0001386512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09239578,"threshold_uncertainty_score":0.1837159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007689135825845701,"score_gpt":0.2162764806034215,"score_spread":0.2085873447775758,"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."}}