{"id":"W7016223541","doi":"","title":"Wolf Creek Cold Regions Model Set-up, Parameterisation and Modelling Summary","year":2023,"lang":"en","type":"report","venue":"University Library (University of Saskatchewan)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snowmelt; Hydrograph; Structural basin; Hydrology (agriculture); Streamflow; Drainage basin; Snow; Hydrological modelling; Water balance","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":[0.0004565415,0.0009567943,0.0007322989,0.0006266327,0.0009050994,0.001531117,0.003555238,0.001505797,0.01276567],"category_scores_gemma":[0.0007911198,0.0005974911,0.000927776,0.00112173,0.0003161176,0.001039958,0.0009699705,0.00103015,0.003989225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002027627,"about_ca_system_score_gemma":0.002663374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1824363,"about_ca_topic_score_gemma":0.1463439,"domain_scores_codex":[0.9997529,0.00004183677,0.00002165383,0.00006653529,0.00006883261,0.00004815287],"domain_scores_gemma":[0.9997371,0.00004349653,0.00001351465,0.00005033469,0.0001231055,0.00003252695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000087013,0.00006491347,0.006746456,0.000104303,0.00006033419,0.0001495633,0.00007213217,0.9615777,0.001343519,0.002314806,0.01856128,0.008917896],"study_design_scores_gemma":[0.0001893144,0.00004831032,0.008091683,0.00004597409,0.00004141792,0.00006370259,0.0001152262,0.9439717,0.001697054,0.002119074,0.04353499,0.00008154136],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3591198,0.001309949,0.1268519,0.00170781,0.0003385769,0.00208269,0.2982228,0.01619018,0.1941763],"genre_scores_gemma":[0.7423096,0.0008102792,0.05682655,0.0005042099,0.00007540508,0.002848024,0.1503151,0.00231279,0.0439981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1824363,"threshold_uncertainty_score":0.3627489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09354341883579151,"score_gpt":0.2191951049426099,"score_spread":0.1256516861068183,"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."}}