{"id":"W2792865000","doi":"10.1002/joc.5453","title":"Aspirated and non‐aspirated automatic weather station Stevenson screen intercomparison","year":2018,"lang":"en","type":"article","venue":"International Journal of Climatology","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Environmental science; Weather station; Wind speed; Meteorology; Mean radiant temperature; Air temperature; Climatology; Atmospheric sciences; Geology; Climate change; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008797492,0.0004389865,0.0004739114,0.000475987,0.0006743448,0.0008242626,0.0008060713,0.0004129955,0.001310961],"category_scores_gemma":[0.001134834,0.0002750881,0.0004825042,0.0007774008,0.0003719036,0.0006674929,0.0004308673,0.000240667,0.0003058308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001726364,"about_ca_system_score_gemma":0.001075985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0930707,"about_ca_topic_score_gemma":0.2283837,"domain_scores_codex":[0.9987944,0.0001628629,0.00005784162,0.0002915684,0.0005809515,0.0001123643],"domain_scores_gemma":[0.9989923,0.0001296903,0.0001064739,0.0001288045,0.0005843767,0.00005842182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006171623,0.0006339096,0.3228351,0.0003661992,0.0004806854,0.0004934808,0.001661266,0.06041164,0.5236523,0.0005279226,0.001755479,0.08101051],"study_design_scores_gemma":[0.0003267716,0.002897833,0.767352,0.00002890224,0.0003401259,0.0001062027,0.001175071,0.0514609,0.1654024,0.000217801,0.01053547,0.0001564693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947559,0.00005317526,0.002491239,0.00001044349,0.00001606859,0.00007556855,0.0004711374,0.0001076648,0.002018756],"genre_scores_gemma":[0.9924772,0.00004823266,0.004817766,0.00002094022,0.000005813839,0.00007041139,0.0009876465,0.00004275284,0.001529318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0930707,"threshold_uncertainty_score":0.1850579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395126615624546,"score_gpt":0.2809191851426474,"score_spread":0.2669679189864019,"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."}}