{"id":"W2786365286","doi":"","title":"MIPS observations of the kinematic, thermodynamic, and microphysical characteristics of lake-effect snow bands during The Ontario Winter Lake-effect Systems (OWLeS) Field Project","year":2015,"lang":"en","type":"article","venue":"37th Conference on Radar Meteorology","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Snow; Kinematics; Field (mathematics); Meteorology; Environmental science; Physical geography; Geology; Geography; Physics; Mathematics","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":[0.0001384761,0.0001781586,0.0001464584,0.0005549304,0.0007253481,0.0003911733,0.0003033705,0.0001618386,0.001054813],"category_scores_gemma":[0.0003260744,0.0002120972,0.0001024584,0.0008893586,0.0002543096,0.000278254,0.0003482261,0.0001916477,0.0001679223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002168482,"about_ca_system_score_gemma":0.001748167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7391191,"about_ca_topic_score_gemma":0.9118405,"domain_scores_codex":[0.9999254,0.000003908046,0.000002532699,0.00001284847,0.00002744089,0.00002796997],"domain_scores_gemma":[0.9998199,0.00001134362,0.0000438598,0.000009828214,0.00007019853,0.00004491652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004708618,0.00009123729,0.9659252,0.00003021575,0.00007757481,0.0001171814,0.001404749,0.00131562,0.01760145,0.0002669429,0.003776894,0.008921992],"study_design_scores_gemma":[0.000003781587,0.000003293961,0.9987659,0.000001734057,0.000003915304,0.000005442713,0.0001018098,0.0003365323,0.000203598,0.000007360894,0.0005649984,0.000001661378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950687,0.00003639509,0.00009558335,0.00005269781,0.000002586212,0.000006227665,0.003277427,0.00001317139,0.001447209],"genre_scores_gemma":[0.9958674,0.00003906986,0.0001859035,0.00001115377,0.000003667396,0.00000939887,0.002831541,0.000005958893,0.001045956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2608809,"threshold_uncertainty_score":0.5248345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973690788433433,"score_gpt":0.2287881807512576,"score_spread":0.1990512728669233,"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."}}