{"id":"W2889364941","doi":"","title":"An Investigation of Rawinsonde Ice Up during the Ontario Winter Lake-effect Systems (OWLeS) Project","year":2017,"lang":"en","type":"article","venue":"97th American Meteorological Society Annual Meeting","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Radiosonde; Geology; Physical geography; Climatology; Environmental science; Meteorology; Geography; Remote sensing","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":[0.0003095475,0.0001067318,0.0001276501,0.0005372631,0.001374163,0.0006026932,0.0002804622,0.0002292497,0.001291667],"category_scores_gemma":[0.001242932,0.0001123334,0.00009297839,0.0006162364,0.0002992415,0.0002890365,0.000549602,0.0001953747,0.0001408859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003523794,"about_ca_system_score_gemma":0.003316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8227352,"about_ca_topic_score_gemma":0.9617888,"domain_scores_codex":[0.9998525,0.00001665188,0.000006309445,0.00001525871,0.00006541951,0.00004382192],"domain_scores_gemma":[0.9992879,0.00009264385,0.0001060919,0.00003580268,0.0003356496,0.000141842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004524978,0.0001405189,0.9720787,0.00003230846,0.0000505337,0.000567383,0.004611663,0.0007872263,0.003189147,0.0004219777,0.00439324,0.01327469],"study_design_scores_gemma":[0.000004164826,0.00001248178,0.9961421,0.000004173899,0.000005817422,0.00001321824,0.001508625,0.0002827091,0.00017039,0.00001666948,0.001837349,0.000002371157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966515,0.00002063041,0.00004348254,0.00006637622,0.00000391788,0.00001239668,0.0006518965,0.000004842409,0.002545059],"genre_scores_gemma":[0.9961978,0.00004002556,0.0001143598,0.00002454615,0.000003457446,0.00001395803,0.0009651225,0.000006503977,0.002634203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1772648,"threshold_uncertainty_score":0.3566175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384242573646936,"score_gpt":0.2442652758792163,"score_spread":0.2304228501427469,"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."}}