{"id":"W2790174370","doi":"10.1175/waf-d-17-0086.1","title":"Initiation of Convective Storms at Low-Level Mesoscale Boundaries in Southwestern Ontario","year":2018,"lang":"en","type":"article","venue":"Weather and Forecasting","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; York University","funders":"Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada; Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Mesoscale meteorology; Thunderstorm; Storm; Convective storm detection; Nowcasting; Geology; Climatology; Front (military); Mesoscale convective system; Mesocyclone; Meteorology; Cold front; Convection; Radar; Geography; Doppler radar; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001496549,0.0001239469,0.0001851862,0.0005702461,0.001693291,0.0009022158,0.0003749725,0.0002087632,0.001400698],"category_scores_gemma":[0.0009739454,0.0001717978,0.0001572375,0.0006854963,0.0005070676,0.0002564347,0.0004738532,0.0002328779,0.0001229528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01623151,"about_ca_system_score_gemma":0.01152742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9869435,"about_ca_topic_score_gemma":0.9961227,"domain_scores_codex":[0.9998054,0.00001165162,0.000007651321,0.00003353812,0.00006159309,0.00008024403],"domain_scores_gemma":[0.9990783,0.0001047316,0.0001941603,0.00002351065,0.0003693624,0.0002299641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001149623,0.00002493469,0.9886071,0.00002852022,0.00002050846,0.0002376487,0.001945584,0.001308606,0.002206928,0.0001501116,0.0006971198,0.004657944],"study_design_scores_gemma":[0.000005511554,0.00001197767,0.9959776,0.00001010453,0.000006640865,0.00001549223,0.00172053,0.001266147,0.0002302864,0.00002559421,0.0007252741,0.000004869935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982409,0.00004428729,0.00007124797,0.00004192209,0.000001894171,0.00001129835,0.0003447155,0.000007026144,0.001236702],"genre_scores_gemma":[0.9989105,0.00004841216,0.00009451966,0.000006667482,9.384726e-7,0.000005439339,0.0002432025,0.000001751142,0.0006884667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01623151,"threshold_uncertainty_score":0.1177684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06049775496411357,"score_gpt":0.2295417517966454,"score_spread":0.1690439968325319,"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."}}