{"id":"W7095836320","doi":"","title":"VERTICAL STRUCTURE OF RECENT ARCTIC WARMING FROM OBSERVED DATA AND REANALYSIS PRODUCTS","year":2009,"lang":"en","type":"article","venue":"","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiosonde; Troposphere; Arctic; Stratosphere; Data assimilation; The arctic; Climate change; Global warming","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":[0.000740459,0.0002019695,0.0001504179,0.001083636,0.0001560179,0.0005837982,0.0001673507,0.0002076436,0.0008593209],"category_scores_gemma":[0.001662897,0.0001390081,0.0004118057,0.001315249,0.00011509,0.0003541771,0.0003328168,0.0002389068,0.0002590431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003068223,"about_ca_system_score_gemma":0.0002521413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02184875,"about_ca_topic_score_gemma":0.02528152,"domain_scores_codex":[0.999817,0.00003170221,0.00001879274,0.00007409515,0.00003380223,0.00002464043],"domain_scores_gemma":[0.9988748,0.0003231074,0.0003435764,0.00008377663,0.0003136485,0.00006104997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001114357,0.00002238677,0.9790683,0.00004632444,0.0002582856,0.00006877091,0.0002150564,0.006347739,0.002708014,0.0002962827,0.0008847864,0.009972529],"study_design_scores_gemma":[0.00000250867,0.00001904723,0.9935946,0.00001067939,0.00002760812,0.00002489692,0.00007635799,0.004970953,0.0002968818,0.0000350216,0.000935034,0.000006389127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943799,0.00028354,0.0003718555,0.00005471966,0.00001168665,0.000002836463,0.00387859,0.00005414062,0.0009627157],"genre_scores_gemma":[0.99381,0.0001360368,0.0002710942,0.000006726714,0.00001311234,0.000004503067,0.005509747,0.000009447203,0.0002393325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02184875,"threshold_uncertainty_score":0.04344314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0763829461762673,"score_gpt":0.2672132686932344,"score_spread":0.1908303225169671,"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."}}