{"id":"W2012588167","doi":"10.1175/mwr-d-12-00013.1","title":"Sensitivities of a Squall Line over Central Europe in a Convective-Scale Ensemble","year":2012,"lang":"en","type":"article","venue":"Monthly Weather Review","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Squall line; Mesoscale meteorology; Mesoscale convective system; Convection; Geology; Climatology; Trough (economics); Anomaly (physics); Secondary circulation; Meteorology; Atmospheric sciences; Geography; Physics","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":[0.0004456058,0.0001080589,0.0003347049,0.0000325549,0.00002652147,0.000006236509,0.00007301752,0.0000323569,0.002523315],"category_scores_gemma":[0.00007108349,0.0000749713,0.00006986636,0.0002140844,0.0000482175,0.0001360716,0.000009186164,0.00008851983,0.0001007019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003452058,"about_ca_system_score_gemma":0.0000124133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003592301,"about_ca_topic_score_gemma":0.0005208574,"domain_scores_codex":[0.9989063,0.0002528637,0.0002796279,0.0001273342,0.0001325331,0.0003013711],"domain_scores_gemma":[0.9994901,0.0001623353,0.00007682763,0.000144049,0.00002411816,0.0001025704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003437624,0.0001383227,0.9703203,0.0004873023,0.00002043819,0.000007743411,0.001096322,0.001675604,0.0001133948,0.0002263672,0.0003305174,0.02554925],"study_design_scores_gemma":[0.0002411149,0.0001157847,0.95719,0.0003741506,0.00003419328,0.000001930414,0.00003536583,0.001940291,0.00004458108,0.0001777567,0.03968743,0.0001574269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8375042,0.1229937,0.00004571793,0.0001673179,0.0001034598,0.0003474271,0.00006194665,0.00001810686,0.03875806],"genre_scores_gemma":[0.9948962,0.003674667,0.0002290678,0.0008006956,0.00005833757,0.000001732625,0.00002888234,0.000003387578,0.0003070016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.157392,"threshold_uncertainty_score":0.9983885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03104793223651655,"score_gpt":0.2495422352973561,"score_spread":0.2184943030608395,"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."}}