{"id":"W4407390273","doi":"10.1002/wat2.70010","title":"Theoretical Underpinnings of Snow Interception and Canopy Snow Ablation Parameterisations","year":2025,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Water","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canada Research Chairs; Canada First Research Excellence Fund; Global Water Futures; Alberta Innovates; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Snow; Interception; Environmental science; Canopy; Atmospheric sciences; Ablation; Meteorology; Geology; Geography; Engineering; Ecology; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003190412,0.001102779,0.000711048,0.001787224,0.0005771302,0.002859192,0.002112057,0.00149541,0.003569486],"category_scores_gemma":[0.007206509,0.0005983325,0.00154563,0.001135334,0.003560722,0.003657861,0.001748384,0.001916255,0.001021074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00166705,"about_ca_system_score_gemma":0.001227283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005920188,"about_ca_topic_score_gemma":0.001899156,"domain_scores_codex":[0.9990344,0.0003397479,0.00007227602,0.0002679044,0.0001755878,0.0001101653],"domain_scores_gemma":[0.9971546,0.002079607,0.0002727121,0.0001622643,0.0002718992,0.00005896259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000350294,0.00003894393,0.005855199,0.0007511155,0.0001205314,0.0001767205,0.0006018521,0.2447768,0.001687165,0.7078356,0.001434123,0.03668685],"study_design_scores_gemma":[0.00001171043,0.00004270062,0.004631821,0.000434751,0.00005679308,0.0001475356,0.0002856419,0.23266,0.0008056616,0.7512562,0.009597919,0.00006932323],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.08806475,0.02197742,0.8294294,0.002838068,0.0003268697,0.0001267154,0.0008895181,0.0003319163,0.05601546],"genre_scores_gemma":[0.9239798,0.01472864,0.05545214,0.0003661111,0.0002364481,0.0004075903,0.0008492229,0.000219928,0.003760082],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005920188,"threshold_uncertainty_score":0.0168727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265747290889003,"score_gpt":0.2841794216033977,"score_spread":0.2615219486945077,"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."}}