{"id":"W3181569930","doi":"10.5194/egusphere-egu2020-22220","title":"Characteristics of Cold Air Outbreaks and associated Polar Mesoscale Cyclones in the North-Atlantic region","year":2020,"lang":"en","type":"article","venue":"","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mesoscale meteorology; Climatology; Ocean gyre; Atmospheric sciences; Air mass (solar energy); Cyclogenesis; Extratropical cyclone; Geology; Cyclone (programming language); Subtropics; Physics","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":[0.0001269739,0.0001031389,0.0001165413,0.0006828435,0.0002019449,0.0003465156,0.000131249,0.0001430802,0.001140799],"category_scores_gemma":[0.0005231954,0.00005904959,0.0001123615,0.0005240276,0.0002065184,0.0001786116,0.0002973943,0.000140985,0.0001356154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002764042,"about_ca_system_score_gemma":0.0001952505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02366799,"about_ca_topic_score_gemma":0.04919742,"domain_scores_codex":[0.9999148,0.000007576652,0.00001221921,0.00002779805,0.00001849211,0.00001912178],"domain_scores_gemma":[0.9993566,0.00008444655,0.0003414643,0.00003462845,0.00008401038,0.00009893048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005466642,0.000008950358,0.9941451,0.00001174279,0.00002157964,0.0001314218,0.0001730497,0.0002360395,0.001668545,0.00003749172,0.0003579555,0.00315346],"study_design_scores_gemma":[6.851687e-7,0.000005102506,0.9996119,0.000001898707,0.000002330521,0.00002866889,0.0000964811,0.00009736457,0.00003533973,0.000003687274,0.0001157199,8.475232e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978033,0.0001150538,0.00005266649,0.00003313892,0.000004550941,0.000007468166,0.00076595,0.000006803021,0.001211091],"genre_scores_gemma":[0.9990488,0.00007630378,0.00004727117,0.0000104854,0.000008141235,0.000005972009,0.0006187178,0.000001795874,0.0001825868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02366799,"threshold_uncertainty_score":0.04706043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174346772469532,"score_gpt":0.2135957290379041,"score_spread":0.1918522613132088,"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."}}