{"id":"W3185652873","doi":"","title":"In situ measurement of tundra snowpack chemistry during a boundary layer 'bromine explosion' event at Eureka, Canada","year":2019,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Snowpack; Tundra; In situ; Event (particle physics); Snow; Boundary layer; Environmental science; Meteorology; Atmospheric sciences; Layer (electronics); Climatology; Arctic; Chemistry; Geology; Oceanography; Geography; Physics; Astrophysics; Thermodynamics","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":[0.0001531329,0.0003131805,0.0003339088,0.0004382513,0.001854546,0.000927784,0.0006640887,0.0005593051,0.0008209797],"category_scores_gemma":[0.0002627158,0.0002500711,0.0002659925,0.0005797338,0.0004308034,0.0004183578,0.0004981442,0.0005005174,0.0002045652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004474912,"about_ca_system_score_gemma":0.003354159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8915403,"about_ca_topic_score_gemma":0.9288846,"domain_scores_codex":[0.9998775,0.000003857589,0.000003324385,0.00002873518,0.00004245682,0.00004422788],"domain_scores_gemma":[0.9998329,0.0000142488,0.00001303209,0.000004827938,0.00009672558,0.00003826072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003583865,0.0005074728,0.6651747,0.0001717258,0.000439006,0.001234721,0.004703925,0.004693949,0.2919928,0.0003546491,0.003273308,0.02386993],"study_design_scores_gemma":[0.00003184642,0.00004133387,0.9921584,0.000006927896,0.00002748694,0.00002992727,0.0004398462,0.00149065,0.004720711,0.00001579707,0.001025209,0.00001186269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969694,0.00005885732,0.0001162897,0.00003994326,0.000006333143,0.0000139484,0.0007957763,0.00001488964,0.00198468],"genre_scores_gemma":[0.997485,0.00008406676,0.0002467975,0.00003558952,0.000003533842,0.00001041176,0.0007233844,0.00001113834,0.001399877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1084597,"threshold_uncertainty_score":0.2181969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706367008885323,"score_gpt":0.2137972891596283,"score_spread":0.1867336190707751,"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."}}