{"id":"W2620850459","doi":"10.1080/07055900.2017.1331157","title":"Twenty-Seven Years of Manual Fresh Snowfall Density Measurements on Whistler Mountain, British Columbia","year":2017,"lang":"en","type":"article","venue":"ATMOSPHERE-OCEAN","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Snow; Environmental science; Climatology; Meteorology; Teleconnection; Outflow; Snowmelt; Physical geography; Geography; Precipitation; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004770087,0.0004121122,0.0004871238,0.002238552,0.002184176,0.001025232,0.001220024,0.0003772977,0.002414404],"category_scores_gemma":[0.001985439,0.0003140701,0.0002287517,0.006243537,0.000698681,0.0003070353,0.001009117,0.0004331465,0.001233698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007889371,"about_ca_system_score_gemma":0.01322392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9733967,"about_ca_topic_score_gemma":0.9943679,"domain_scores_codex":[0.9991568,0.00005987623,0.00007141277,0.0001969492,0.0003334234,0.0001815035],"domain_scores_gemma":[0.9967662,0.0002166156,0.000313335,0.0002360064,0.002157795,0.0003099363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003115048,0.0001595095,0.8099069,0.0008861661,0.0002246849,0.001345307,0.01010315,0.001694794,0.004261312,0.0004829282,0.06507725,0.1055466],"study_design_scores_gemma":[0.000009747906,0.00001817056,0.9628137,0.0002072684,0.00002243305,0.00006593509,0.004180665,0.0005491264,0.0005152919,0.00004931777,0.0315366,0.00003176751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8265964,0.001400381,0.001904686,0.0003144082,0.00004726245,0.0004833404,0.1537093,0.0002530492,0.01529118],"genre_scores_gemma":[0.7955041,0.002072807,0.004429376,0.0003829542,0.00003509849,0.001027817,0.1774228,0.0001492401,0.01897587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02660334,"threshold_uncertainty_score":0.05724168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02876909631213248,"score_gpt":0.2337209500838945,"score_spread":0.2049518537717621,"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."}}