{"id":"W2346202892","doi":"10.1017/jog.2016.53","title":"Attenuation of wind-induced pressure perturbations in alpine snow","year":2016,"lang":"en","type":"article","venue":"Journal of Glaciology","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"École Polytechnique Fédérale de Lausanne","keywords":"Snowpack; Snow; Firn; Sublimation (psychology); Geology; Attenuation; Perturbation (astronomy); Atmospheric sciences; Surface pressure; Mechanics; Meteorology; Geomorphology; Optics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002430155,0.00004759139,0.0001704976,0.00004942311,0.00003110735,0.000001977064,0.00008523446,0.00004975191,0.0008034652],"category_scores_gemma":[0.0003848483,0.00002711507,0.00004429803,0.0001165512,0.00004272279,0.0001171355,0.000005005212,0.00006700902,0.000008245898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003745487,"about_ca_system_score_gemma":0.0000437054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001295818,"about_ca_topic_score_gemma":0.000641051,"domain_scores_codex":[0.9993711,0.00006132833,0.0003211196,0.00005753219,0.00008979548,0.00009910679],"domain_scores_gemma":[0.9991649,0.0003747911,0.0002479957,0.00006180489,0.0001214813,0.00002899341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004501714,0.0000179395,0.9779761,0.000004003067,0.0000342138,0.000003271559,0.0003186329,0.0006144944,0.002115716,0.0001888925,0.0007424867,0.01793921],"study_design_scores_gemma":[0.0004203094,0.0002578736,0.9895374,0.00002780936,0.00001521246,0.00001426969,0.0001599152,0.0001982189,0.00007158481,0.0004556955,0.008805901,0.00003587735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942884,0.000712135,0.0003612915,0.003917007,0.0003237546,0.0000419934,0.00001168938,0.000001978191,0.0003417461],"genre_scores_gemma":[0.9989714,0.0002183121,0.0004198513,0.00009283904,0.0001295259,1.314443e-7,0.000002475824,0.000001030845,0.0001644183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01790334,"threshold_uncertainty_score":0.8797381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02816190004689049,"score_gpt":0.2424609014984632,"score_spread":0.2142990014515727,"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."}}