{"id":"W7161958751","doi":"10.82308/18447","title":"Large-scale precursors to Mesovortices in Alberta","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mesocyclone; Cyclogenesis; Radar; Synoptic scale meteorology; Forcing (mathematics); Extratropical cyclone; Doppler radar; Atmospheric pressure","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008464745,0.0002128799,0.0002973499,0.0001890559,0.00006938163,0.00008636859,0.0003815333,0.0002469987,0.0234091],"category_scores_gemma":[0.00007536054,0.0001573895,0.00008585375,0.0003897536,0.00001436197,0.000138523,0.000009566337,0.0003844867,0.004075202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007199136,"about_ca_system_score_gemma":0.00006244807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04287896,"about_ca_topic_score_gemma":0.9703117,"domain_scores_codex":[0.9980881,0.0000602275,0.0003275521,0.0004548817,0.0004452717,0.0006239701],"domain_scores_gemma":[0.9992523,0.0001472727,0.00003811291,0.0001933777,0.00003194532,0.0003369929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004513237,0.0001162965,0.9056453,0.0001211314,0.00002073654,0.00002035167,0.001946181,0.0005237979,0.00001343262,0.0004834719,0.002161888,0.08849607],"study_design_scores_gemma":[0.0001700238,0.0001205101,0.9414813,0.00003634863,0.000007048795,7.352864e-7,0.0007877856,0.0006925775,0.0000551546,0.0002692617,0.05613539,0.0002438706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8146398,0.0002980957,0.000004959998,0.0007286509,0.0002572011,0.0002758387,0.00002910323,0.00002320377,0.1837431],"genre_scores_gemma":[0.9413966,0.00009595066,0.0005846475,0.0002635467,0.0002332941,0.000007465064,0.0009456546,0.00000707869,0.05646576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9274328,"threshold_uncertainty_score":0.9967002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014158303336969,"score_gpt":0.266598122942761,"score_spread":0.2564565399093913,"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."}}