{"id":"W2122743645","doi":"10.5194/acp-6-2651-2006","title":"Stratosphere-troposphere exchange from the Lagrangian perspective: a case study and method sensitivities","year":2006,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Branco Weiss Fellowship – Society in Science","keywords":"Troposphere; Stratosphere; Tropopause; Baroclinity; Atmospheric sciences; Climatology; Spurious relationship; Environmental science; Context (archaeology); Meteorology; Geology; Physics; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001515255,0.0002901891,0.0002813322,5.291216e-8,0.0004623808,0.000172098,0.00009742054,0.00008128379,0.002214342],"category_scores_gemma":[0.000006422233,0.0002099788,0.00006138838,0.000202009,0.0001968629,0.0001779192,0.00002823483,0.0002203358,0.00001387123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008575123,"about_ca_system_score_gemma":0.00003361973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1086708,"about_ca_topic_score_gemma":0.005885529,"domain_scores_codex":[0.9987372,0.0001087367,0.000188501,0.0004639227,0.0001913792,0.0003102348],"domain_scores_gemma":[0.9991519,0.0003366135,0.00008827638,0.0002752227,0.00004833373,0.00009968642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000117803,0.0003004221,0.3618636,0.0000996892,0.000320211,0.002640643,0.009685842,0.001004001,0.0004562554,0.0001267842,0.001155024,0.6222297],"study_design_scores_gemma":[0.003939105,0.0005901231,0.3237827,0.00008364068,0.001004017,0.003605575,0.5117927,0.1300029,0.001095888,0.0152217,0.006560997,0.002320704],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839999,0.003290328,0.0008412806,0.0001292569,0.0000404686,0.0002129445,0.00009592152,0.00006191556,0.01132797],"genre_scores_gemma":[0.9886165,0.0001081166,0.009075215,0.0001305943,0.0005393731,0.000003798226,0.00003524517,0.00001153261,0.001479667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.619909,"threshold_uncertainty_score":0.9986978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007399541111566787,"score_gpt":0.2269769746312772,"score_spread":0.2195774335197104,"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."}}