{"id":"W7101188160","doi":"","title":"9A.1 THE RESEARCH SUPPORT DESK (RSD) INITIATIVE AT ENVIRONMENT CANADA: LINKING SEVERE WEATHER RESEARCHERS AND FORECASTERS IN A REAL-TIME OPERATIONAL SETTING","year":2015,"lang":"en","type":"article","venue":"","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Desk; Severe weather; Weather forecasting; Weather modification","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003734221,0.0005825665,0.0005611575,0.001558995,0.004504675,0.007343682,0.002752106,0.003729225,0.3300073],"category_scores_gemma":[0.006326709,0.0005880839,0.0004933882,0.00224588,0.0008409327,0.002123277,0.002434682,0.00174754,0.1762783],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009712979,"about_ca_system_score_gemma":0.03013034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5816402,"about_ca_topic_score_gemma":0.7339784,"domain_scores_codex":[0.9960251,0.0003240635,0.0001170385,0.0003447389,0.002488631,0.0007003992],"domain_scores_gemma":[0.9880692,0.0005350911,0.0002374626,0.000973187,0.008584559,0.001600437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001004426,0.00009005106,0.001871703,0.0001311503,0.000008245487,0.0001186375,0.0001894134,0.0004104443,0.001675525,0.02052228,0.9382871,0.03659507],"study_design_scores_gemma":[0.00002171751,0.00001758097,0.003030055,0.00004177541,0.000002986142,0.00002408292,0.00007947041,0.0004807805,0.0003962172,0.0009009044,0.9949856,0.00001878988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00331151,0.0005011538,0.006127714,0.007356252,0.001330148,0.0005841097,0.04351402,0.00506755,0.9322075],"genre_scores_gemma":[0.02244131,0.000658331,0.01229174,0.003334928,0.000325621,0.0003407555,0.02988113,0.001268659,0.9294574],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.990287,"threshold_uncertainty_score":0.9556632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1902452551312794,"score_gpt":0.3040455802036588,"score_spread":0.1138003250723794,"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."}}