{"id":"W2805279785","doi":"","title":"Improved thunderstorm detection, tracking and assessment products for Environment Canada radars","year":2008,"lang":"en","type":"article","venue":"24th Conference on Severe Local Storms (27–31 October 2008)","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Thunderstorm; Remote sensing; Radar tracker; Radar; Tracking (education); Meteorology; Environmental science; Computer science; Geography; Telecommunications","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":[0.0002247344,0.0002955191,0.0003244723,0.0000569377,0.0004822866,0.00005348905,0.0001872506,0.0001224051,0.0009118397],"category_scores_gemma":[0.00005262031,0.0002261854,0.00005187163,0.0001252549,0.0002094184,0.00022216,0.00001656409,0.0002952884,0.00002538422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000133316,"about_ca_system_score_gemma":0.000485672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07620027,"about_ca_topic_score_gemma":0.2043912,"domain_scores_codex":[0.9980405,0.00006392648,0.0003488742,0.0005958531,0.0004301193,0.0005207039],"domain_scores_gemma":[0.9990213,0.0002208405,0.0001312402,0.0002688691,0.00008023549,0.0002775379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001264857,0.0004994538,0.09355576,0.0002028403,0.0003531679,0.0001095474,0.001954112,0.04821402,0.001280843,0.002032117,0.009466331,0.841067],"study_design_scores_gemma":[0.003247708,0.00205078,0.6660637,0.00003633738,0.00008796871,0.00009790859,0.0008587745,0.1354628,0.0006236523,0.003889931,0.1859927,0.001587719],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448212,0.0005878336,0.03785592,0.002234985,0.001432595,0.001777587,0.000292333,0.0001030157,0.01089452],"genre_scores_gemma":[0.996047,0.0001494149,0.001572811,0.0005879172,0.0001172582,0.000009155499,0.000093552,0.000008589306,0.001414356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8394793,"threshold_uncertainty_score":0.9984005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04060600489873176,"score_gpt":0.2215980947305032,"score_spread":0.1809920898317715,"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."}}