{"id":"W4410184136","doi":"10.1002/hyp.70153","title":"Regional Differences in High Elevation Snowpack Decline Along the North American Rocky Mountains","year":2025,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Alberta Environment and Parks","keywords":"Snowpack; Elevation (ballistics); Physical geography; Geology; Snow; Hydrology (agriculture); Environmental science; Geography; Geomorphology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002912384,0.00009593284,0.0001311195,0.0006188142,0.0003093288,0.0003338318,0.0002270027,0.0001799497,0.0009188312],"category_scores_gemma":[0.0005121788,0.00007246535,0.0001340259,0.0008064919,0.0002153595,0.000237696,0.0002540561,0.0001832911,0.000142661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003523993,"about_ca_system_score_gemma":0.0003632724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1572504,"about_ca_topic_score_gemma":0.3484387,"domain_scores_codex":[0.999867,0.00002156507,0.000008805328,0.0000410355,0.00002825482,0.00003339522],"domain_scores_gemma":[0.9995364,0.00005374617,0.000153199,0.00003519661,0.0001503656,0.00007105166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003286036,0.0000115165,0.9955456,0.000008337802,0.00003287309,0.00004645235,0.0003700062,0.00009587717,0.0007529829,0.00002311067,0.0003406293,0.002739602],"study_design_scores_gemma":[2.910908e-7,0.000002263173,0.9997469,9.63855e-7,0.000001732277,0.000007695336,0.0001031841,0.00002732728,0.00001454414,0.000001905609,0.00009276484,4.687282e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989875,0.00006846435,0.00002049317,0.00003051566,0.000001512266,0.000002210397,0.0003045837,0.000003751885,0.0005809264],"genre_scores_gemma":[0.9992775,0.00003565956,0.00003424814,0.00001478228,0.000003285581,0.00000313069,0.0004468949,0.00000150323,0.0001829979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8427496,"threshold_uncertainty_score":0.3126702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03052457944695431,"score_gpt":0.2396784369970873,"score_spread":0.209153857550133,"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."}}