{"id":"W4206000127","doi":"10.22541/au.159480025.56942806","title":"Surface runoff dominates stream source and hydrochemical composition in a semi-arid, thick, loess-covered catchment based on high resolution intra-rainfall sampling","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Baseflow; Hydrology (agriculture); Surface runoff; Environmental science; Streamflow; Loess; Groundwater; Hydrograph; Drainage basin; Infiltration (HVAC); Groundwater recharge; Surface water; Aquifer; Geology; Geomorphology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001508601,0.0001396357,0.0001710723,0.0006126597,0.0002179403,0.0003439188,0.0001651742,0.0001337614,0.0003675673],"category_scores_gemma":[0.0002089839,0.00009890201,0.0001178601,0.000697136,0.0002198884,0.0001791323,0.0002757561,0.00007021435,0.00004467528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003266101,"about_ca_system_score_gemma":0.0002030793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01010107,"about_ca_topic_score_gemma":0.02222786,"domain_scores_codex":[0.9999213,0.00000934043,0.000007599671,0.00003186736,0.00001245958,0.00001728954],"domain_scores_gemma":[0.9999132,0.00001373234,0.00002683257,0.000007391909,0.00001375846,0.00002513492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001213164,0.00005707435,0.9602451,0.00002226694,0.00003999721,0.0004117576,0.0005888668,0.001065847,0.03208613,0.00005777511,0.00005428986,0.005249601],"study_design_scores_gemma":[0.00000308435,0.00001992142,0.9981436,0.000001622031,0.000008948984,0.00004834164,0.0001323071,0.001220588,0.0003306152,0.0000126675,0.00007584188,0.000002481176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998323,0.000006921352,0.00004497322,0.000001425061,8.300119e-8,0.000001622734,0.00003933584,0.000001785861,0.00007156048],"genre_scores_gemma":[0.999621,0.00001223047,0.00009972956,0.000002955929,0.000001001584,0.000003706325,0.0001707387,7.013993e-7,0.00008799214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01010107,"threshold_uncertainty_score":0.02008456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439546065749251,"score_gpt":0.235276133767735,"score_spread":0.2208806731102425,"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."}}