{"id":"W3034569324","doi":"","title":"Variability in Snow Cover and Cyclonic Activity Over Western Canada","year":2006,"lang":"en","type":"article","venue":"AGUFM","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Snow cover; Snow; Climatology; Environmental science; Cover (algebra); Physical geography; Geology; Oceanography; Meteorology; Geography","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":[0.0002359153,0.0002306105,0.0002171047,0.001183969,0.001566365,0.001152511,0.0005497348,0.000335609,0.001340437],"category_scores_gemma":[0.00108798,0.0002030061,0.0002095028,0.002371152,0.0005070751,0.0003346836,0.0004128247,0.000310975,0.0001844137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0154277,"about_ca_system_score_gemma":0.01130056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948425,"about_ca_topic_score_gemma":0.9973226,"domain_scores_codex":[0.9997836,0.00001319259,0.00001022073,0.00004535938,0.00006162142,0.00008606457],"domain_scores_gemma":[0.9990118,0.0001034414,0.0001226806,0.00002680906,0.0005171499,0.0002181651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002038764,0.00003669279,0.9861508,0.00002329475,0.0000938423,0.0001258779,0.001224689,0.00089343,0.002581944,0.0001998162,0.001365603,0.007100129],"study_design_scores_gemma":[0.000003500654,0.0000038322,0.9984548,0.000004308923,0.000007475045,0.00001250938,0.0003561689,0.0004581958,0.00008924749,0.00001098106,0.0005944045,0.000004601374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969515,0.0001205665,0.00004308255,0.00009261324,0.00000429447,0.000004437506,0.001670351,0.000009098453,0.001104061],"genre_scores_gemma":[0.9977753,0.00009127067,0.00006035512,0.0000299563,0.00000283668,0.000003670667,0.001000384,0.000004576692,0.001031571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0154277,"threshold_uncertainty_score":0.1119363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007813496532374236,"score_gpt":0.1878853861042119,"score_spread":0.1800718895718377,"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."}}