{"id":"W3193122844","doi":"10.1002/hyp.14342","title":"Subsurface hydrology of tile‐drained headwater catchments: Compatibility of concepts and hydrochemistry","year":2021,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Baseflow; Hydrology (agriculture); Groundwater; Subsurface flow; STREAMS; Water table; Environmental science; MODFLOW; Aquifer; Surface water; Geology; Dominance (genetics); Streamflow; Groundwater flow; Drainage basin; Environmental engineering; Geography; Geotechnical engineering","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":[0.0002239412,0.0001072828,0.000136233,0.0005688255,0.0002740753,0.001044341,0.0003253707,0.0001777075,0.0003566176],"category_scores_gemma":[0.0005148425,0.0001090226,0.000197312,0.001015794,0.001250933,0.0004178149,0.0003802358,0.0001398762,0.00002516628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005143755,"about_ca_system_score_gemma":0.001462032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2632414,"about_ca_topic_score_gemma":0.2440109,"domain_scores_codex":[0.9999044,0.0000237245,0.000006233062,0.00002292367,0.00002061157,0.00002209081],"domain_scores_gemma":[0.9998156,0.00005145137,0.00004008034,0.00001306564,0.00005281924,0.00002704664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002404817,0.0000813072,0.7746854,0.0001280925,0.00007355692,0.0003301328,0.003295701,0.1587465,0.01545615,0.01872713,0.0006303414,0.02760513],"study_design_scores_gemma":[0.000051977,0.0001115087,0.7430177,0.00003593824,0.00003292392,0.0001134565,0.004762744,0.2376322,0.002714891,0.008612796,0.002876568,0.00003732822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963208,0.00004371189,0.002284884,0.00004796002,6.307809e-7,0.00001535317,0.0002560641,0.00001376805,0.001016825],"genre_scores_gemma":[0.999355,0.00002362019,0.0004728491,0.000002685855,4.516183e-7,0.000005210098,0.0000695706,0.000001422969,0.00006921971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2632414,"threshold_uncertainty_score":0.5234183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415007705253007,"score_gpt":0.2580225491007863,"score_spread":0.2438724720482562,"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."}}