{"id":"W2077532394","doi":"10.1175/jtech-d-12-00247.1","title":"Performance of Hot Plate for Measuring Solid Precipitation in Complex Terrain during the 2010 Vancouver Winter Olympics","year":2013,"lang":"en","type":"article","venue":"Journal of Atmospheric and Oceanic Technology","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Snow; Wind speed; Altitude (triangle); Environmental science; Precipitation; Terrain; Atmospheric sciences; Meteorology; Climatology; Geology; Physics; Geography; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001756423,0.00008417741,0.0002096509,0.00001143715,0.0001112562,0.00001155992,0.0001664387,0.00006472879,0.0001627186],"category_scores_gemma":[0.0000552246,0.00005392939,0.00004277365,0.0002183826,0.0001131587,0.0001771787,0.00001915292,0.0001277842,0.000001168681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009613743,"about_ca_system_score_gemma":0.00002147604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007294562,"about_ca_topic_score_gemma":0.0006113971,"domain_scores_codex":[0.999253,0.00001222744,0.0003806427,0.00008415021,0.00009814124,0.0001718384],"domain_scores_gemma":[0.9994075,0.00008857458,0.0002897388,0.00008542296,0.000105022,0.00002378655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001106566,0.00002254806,0.9490201,0.00005736747,0.00005926127,0.000001644609,0.0007115819,0.004146359,0.0006132838,0.00001317572,0.001932689,0.04331126],"study_design_scores_gemma":[0.0005147776,0.0002998713,0.9564459,0.00003562533,0.00001310211,0.00002316107,0.00192355,0.03931734,0.00008969493,0.0002977859,0.0009736929,0.00006550934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99799,0.0006445694,0.0003836438,0.0004498427,0.0003030931,0.0001667973,0.000002626453,0.000007861564,0.0000515398],"genre_scores_gemma":[0.9924055,0.000364343,0.00700486,0.00004826793,0.00004436753,0.000001148775,5.901335e-7,0.000003223483,0.0001276475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04324575,"threshold_uncertainty_score":0.2199177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508809670217535,"score_gpt":0.2077225164377484,"score_spread":0.1926344197355731,"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."}}