{"id":"W6990365540","doi":"","title":"DEVELOPMENT AND ANALYSIS OF RADAR BASED THUNDERSTORM CLIMATOLOGY FOR NORTH DAKOTA","year":2008,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thunderstorm; Radar; Wind speed; Weather radar; Nowcasting","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":[0.0003987707,0.0002267031,0.0002074768,0.001975983,0.000339132,0.0005202018,0.0002466894,0.0001214116,0.0008990951],"category_scores_gemma":[0.0007173021,0.0001979368,0.0001787989,0.001541143,0.00006153325,0.0002928357,0.0002582001,0.0001793288,0.000346913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193379,"about_ca_system_score_gemma":0.001203216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1475811,"about_ca_topic_score_gemma":0.3154837,"domain_scores_codex":[0.9998497,0.0000229934,0.00002439955,0.00004623219,0.00004063361,0.00001604612],"domain_scores_gemma":[0.9992379,0.00004357219,0.0001027171,0.00004764894,0.0005038785,0.00006431182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009938726,0.00008532842,0.9165447,0.0002288812,0.0001547412,0.0003357835,0.0009478509,0.009171663,0.01580041,0.0003063236,0.004678375,0.05164658],"study_design_scores_gemma":[0.000005829035,0.0000195065,0.9857703,0.00002868183,0.00001868676,0.00006527359,0.0004060774,0.007714675,0.001117763,0.00002699977,0.004816844,0.000009324503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974143,0.0004521796,0.003404033,0.0001534624,0.00003382829,0.0002010113,0.01643994,0.0002258352,0.004946721],"genre_scores_gemma":[0.9517674,0.0006287424,0.01826644,0.0000586444,0.00001398376,0.0002025389,0.02547157,0.00007328138,0.003517528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1475811,"threshold_uncertainty_score":0.2934443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1514948183248958,"score_gpt":0.2834918839253611,"score_spread":0.1319970656004652,"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."}}