{"id":"W2533656555","doi":"10.1111/gwat.12475","title":"A Coupled Groundwater–Surface Water Modeling Framework for Simulating Transition Zone Processes","year":2016,"lang":"en","type":"article","venue":"Ground Water","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Imperial Oil (Canada); Golder Associates (Canada)","funders":"","keywords":"Transition zone; Groundwater; Surface water; Environmental science; Hydrology (agriculture); Sediment; Geology; Soil science; Environmental engineering; Geomorphology; Geotechnical engineering; Geophysics","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":[0.0004481408,0.0007688708,0.0005408835,0.0007846831,0.0007335138,0.001027606,0.001893383,0.001122978,0.001697065],"category_scores_gemma":[0.0007900636,0.0004693511,0.001109644,0.0007493804,0.0005278438,0.001025139,0.001379168,0.0009942661,0.0002252294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513544,"about_ca_system_score_gemma":0.00239784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05452429,"about_ca_topic_score_gemma":0.03983058,"domain_scores_codex":[0.9998153,0.00004621905,0.00001368643,0.0000405222,0.00005516235,0.00002905848],"domain_scores_gemma":[0.9997968,0.00006796429,0.00002368756,0.00001818681,0.00006810969,0.00002524321],"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":[0.000007114575,0.0000127992,0.000447507,0.00001047878,0.00001003015,0.00003030194,0.0000241707,0.988987,0.0008739905,0.006924478,0.0002271263,0.002444904],"study_design_scores_gemma":[0.000003794571,0.000004975266,0.00006468664,0.000001999562,0.00000387083,0.000004241389,0.000007101738,0.9972708,0.000157935,0.001694008,0.000782113,0.000004466324],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06933162,0.0003415749,0.9157131,0.0004528258,0.00006985483,0.0001579504,0.001157659,0.001501861,0.01127354],"genre_scores_gemma":[0.7345399,0.0005844971,0.2571825,0.0001398488,0.00004592719,0.0004969583,0.001284416,0.0002613166,0.005464707],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05452429,"threshold_uncertainty_score":0.1084139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128673598824701,"score_gpt":0.2396001887059083,"score_spread":0.2183134527176613,"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."}}