{"id":"W1576810658","doi":"10.1002/hyp.9248","title":"Sensitivity of snowmelt hydrology in Marmot Creek, Alberta, to forest cover disturbance","year":2012,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":167,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Snowmelt; Environmental science; Streamflow; Interception; Hydrology (agriculture); Canopy interception; Meltwater; Snow; Experimental forest; Drainage basin; Ecology; Forestry; Geology; Soil water; Throughfall; Soil science; Geography","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":[0.0003158127,0.0004096151,0.0002806454,0.0003756828,0.0007921619,0.001162552,0.0009722243,0.0005882989,0.00158821],"category_scores_gemma":[0.000638209,0.000311176,0.000407645,0.0004571386,0.0004787534,0.0003664821,0.0003250067,0.0003853848,0.0001178407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008141245,"about_ca_system_score_gemma":0.005261878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8814405,"about_ca_topic_score_gemma":0.8458245,"domain_scores_codex":[0.9998827,0.00001783526,0.000004926999,0.00002642354,0.00002621837,0.00004189399],"domain_scores_gemma":[0.9997992,0.00005802562,0.0000176041,0.00001367221,0.0000602189,0.00005134577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001301402,0.00007350281,0.05423228,0.00001317969,0.00004451229,0.0001148726,0.00003559669,0.9415995,0.001047072,0.0002828997,0.0003941515,0.002032197],"study_design_scores_gemma":[0.00006354436,0.00006016007,0.03499726,0.000006953369,0.00003094068,0.00001803952,0.000100238,0.9635206,0.0005033633,0.0001770666,0.0005055915,0.0000162725],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958329,0.0000369774,0.0006467992,0.00007056724,0.000006703296,0.00001860431,0.0006224174,0.00007735749,0.00268778],"genre_scores_gemma":[0.9980991,0.00003605548,0.0003313789,0.00001553384,0.000001710459,0.000007579979,0.0005171229,0.000006828474,0.0009846549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1185595,"threshold_uncertainty_score":0.2385154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02392666091757288,"score_gpt":0.2291060723854011,"score_spread":0.2051794114678283,"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."}}