{"id":"W6963858176","doi":"10.25394/pgs.9116849","title":"THE ROLE OF STRATOSPHERIC PATHWAY IN LINKING ARCTIC SEA ICE LOSS TO THE MID-LATITUDE CIRCULATION","year":2019,"lang":"en","type":"dissertation","venue":"Purdue","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stratosphere; Sea ice; Polar vortex; Arctic ice pack; Arctic geoengineering; Arctic; Arctic sea ice decline; Lead (geology); Northern Hemisphere","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":[0.00042478,0.0001761563,0.0002056052,0.00003920236,0.0002031826,0.00007072902,0.0004018171,0.0001421777,0.0001375975],"category_scores_gemma":[0.00007922897,0.000109374,0.00007766658,0.0003152487,0.00003517448,0.0001033928,0.00001009164,0.0003543858,0.0001357482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001633199,"about_ca_system_score_gemma":0.0002020218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005211183,"about_ca_topic_score_gemma":0.0388223,"domain_scores_codex":[0.9986653,0.00009043969,0.0003375307,0.0002406063,0.0003766387,0.0002894223],"domain_scores_gemma":[0.9989868,0.0003624338,0.0002252762,0.0002956689,0.00007879311,0.00005101093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008667897,0.00001722442,0.8448758,0.0001723114,0.00003452152,0.000004498825,0.004436645,0.04182794,0.00004094223,0.0005102442,0.000004475614,0.1079887],"study_design_scores_gemma":[0.0001248884,0.00005391479,0.9612366,0.000230801,0.00002819701,0.000005110472,0.006177212,0.02663842,0.0000489885,0.00208053,0.003161105,0.000214213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917602,0.0009449474,0.0001012529,0.000237222,0.0008508515,0.0005695478,0.00005256044,0.00001289155,0.005470517],"genre_scores_gemma":[0.9982095,0.0001177378,0.0001426431,0.00008475967,0.0001162383,0.000004613837,0.0006935321,0.000008837402,0.0006221683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1163608,"threshold_uncertainty_score":0.9787167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005835322320633888,"score_gpt":0.2043656933025097,"score_spread":0.1985303709818758,"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."}}