{"id":"W2562358900","doi":"10.1175/jcli-d-16-0605.1","title":"A Lagrangian Climatology of Wintertime Cold Air Outbreaks in the Irminger and Nordic Seas and Their Role in Shaping Air–Sea Heat Fluxes","year":2016,"lang":"en","type":"article","venue":"Journal of Climate","topic":"Climate variability and models","field":"Environmental Science","cited_by":191,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Climatology; Arctic; Oceanography; Air mass (solar energy); Environmental science; Forcing (mathematics); Geology; Atmospheric sciences; Boundary layer","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":[0.001329351,0.0001232444,0.0003368297,0.00009041352,0.00004462949,0.00001225916,0.0001871454,0.00007545349,0.00008096433],"category_scores_gemma":[0.00005968925,0.00006478557,0.00006590931,0.0001116195,0.0002471767,0.0002967268,0.0001599587,0.000151135,0.000005538936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005352664,"about_ca_system_score_gemma":0.000009707654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001390848,"about_ca_topic_score_gemma":0.000911948,"domain_scores_codex":[0.9987336,0.0001695462,0.0005099369,0.0001570022,0.0001482235,0.0002817017],"domain_scores_gemma":[0.9992638,0.0003497178,0.0001645129,0.0001423226,0.00001135499,0.00006830298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002308971,0.0001917289,0.9189237,0.00005384973,0.00001458431,0.00002251271,0.004400818,0.0001984836,0.07334881,0.0002185354,0.00003793963,0.002358103],"study_design_scores_gemma":[0.003381143,0.0004748847,0.9780556,0.0008464048,0.00004933208,0.0005735601,0.002631846,0.003304414,0.004604448,0.004189639,0.001576013,0.0003127333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952004,0.0002283135,0.00003686711,0.003351861,0.00003773605,0.0001250392,0.00001611206,0.000003506739,0.00100014],"genre_scores_gemma":[0.9988651,0.0006492723,0.0001159547,0.0003373362,0.00001478719,0.000003126834,2.960859e-7,0.000007832606,0.000006327793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06874435,"threshold_uncertainty_score":0.2641879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300179465704919,"score_gpt":0.2363426094884423,"score_spread":0.2233408148313931,"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."}}