{"id":"W6947612009","doi":"10.3929/ethz-b-000703276","title":"Opposite Trends in the Northern Hemisphere Stratosphere Between Mid-Winter and Early Spring Linked to Surface Temperature Anomalies","year":2024,"lang":"en","type":"article","venue":"Repository for Publications and Research Data (ETH Zurich)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polar vortex; Stratosphere; Northern Hemisphere; Sudden stratospheric warming; Polar; Anomaly (physics); Southern Hemisphere; Vortex","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001151086,0.0001308368,0.0001311782,0.000129237,0.0002861253,0.001014088,0.0006807023,0.0001477047,0.000003952086],"category_scores_gemma":[0.0001067737,0.00009518488,0.00004585279,0.0006058113,0.0001231103,0.00006088825,0.0005168578,0.0002881194,0.000001136185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001900851,"about_ca_system_score_gemma":0.00007162655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003190371,"about_ca_topic_score_gemma":0.0006204591,"domain_scores_codex":[0.9984638,0.0001624744,0.0002273723,0.0006625415,0.0002102357,0.0002735937],"domain_scores_gemma":[0.9984465,0.0001199228,0.00002766157,0.001087151,0.0002089929,0.0001097479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003800408,0.00009843837,0.1192788,0.000173424,0.0002447771,0.00001162733,0.0004668625,0.000005656106,0.7974476,0.000180159,0.06631458,0.01574007],"study_design_scores_gemma":[0.0002979081,0.000433135,0.1560442,0.0001243031,0.00009255179,0.0000423978,0.0007153208,0.0001946341,0.08259007,0.00007454368,0.7589667,0.0004242908],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989817,0.00511498,0.0003303165,0.002695204,0.00001230451,0.0003908957,0.0001294213,0.00003406136,0.001475831],"genre_scores_gemma":[0.9917392,0.00024635,0.001262384,0.00003420562,0.0002146247,0.00008323648,0.0006423411,0.00002576958,0.005751863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7148575,"threshold_uncertainty_score":0.9778877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04877598306523027,"score_gpt":0.3692538427503764,"score_spread":0.3204778596851461,"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."}}