{"id":"W2785982872","doi":"","title":"Dual-polarimetric Doppler on Wheels observations of long lake-axis-parallel lake-effect snow storms over Lake Ontario","year":2011,"lang":"en","type":"article","venue":"35th 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; Storm; Winter storm; Geology; Doppler effect; Environmental science; Climatology; Meteorology; Oceanography; Geomorphology; Geography","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":[0.0001144721,0.0001531632,0.0002319134,0.0005332576,0.00115216,0.0005275561,0.000384881,0.0002227923,0.001290778],"category_scores_gemma":[0.0004399058,0.0002470448,0.000141025,0.00101787,0.0002824845,0.0002866452,0.0005592337,0.0002183707,0.0002201414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003199135,"about_ca_system_score_gemma":0.004255856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8921076,"about_ca_topic_score_gemma":0.9730786,"domain_scores_codex":[0.9998562,0.000006923512,0.000005414379,0.00002201878,0.00005789174,0.00005149381],"domain_scores_gemma":[0.9997016,0.00001638477,0.00005418916,0.00001012114,0.00014464,0.00007305481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008516237,0.0001010994,0.906909,0.0001260626,0.0001254925,0.0003927814,0.005941967,0.002216435,0.05855221,0.0002801089,0.003632096,0.02087102],"study_design_scores_gemma":[0.00001636043,0.000009979501,0.9970034,0.000005215823,0.00001223235,0.00001432205,0.0004375856,0.0007137788,0.0003847154,0.00001377582,0.001383078,0.000005489257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969022,0.00004450371,0.0001232612,0.00004651525,0.000004268408,0.000008733449,0.001052435,0.00001408777,0.001803971],"genre_scores_gemma":[0.9967312,0.00005308005,0.0002549503,0.00001453844,0.000003487147,0.000007918668,0.0007268051,0.000006590009,0.002201486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1078924,"threshold_uncertainty_score":0.2170556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0669922642050382,"score_gpt":0.2431954488874101,"score_spread":0.1762031846823719,"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."}}