{"id":"W2905527580","doi":"10.5194/hess-23-4397-2019","title":"A review of methods for measuring groundwater–surface water exchange in braided rivers","year":2019,"lang":"en","type":"review","venue":"Hydrology and earth system sciences","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Groundwater; Surface water; Aquifer; Hydrology (agriculture); Environmental science; Water resources; Scale (ratio); Water resource management; Environmental resource management; Geology; Geography; Ecology; Environmental engineering; Cartography; Geotechnical engineering","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":[0.01368505,0.002952046,0.004134078,0.01484534,0.001309433,0.004465888,0.005686541,0.002895565,0.003001658],"category_scores_gemma":[0.02150969,0.00240479,0.003408869,0.01752205,0.002535684,0.004660387,0.002430477,0.002368491,0.001975283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002844915,"about_ca_system_score_gemma":0.003937684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02011588,"about_ca_topic_score_gemma":0.02288853,"domain_scores_codex":[0.9840966,0.005001018,0.002043833,0.003419623,0.005103945,0.0003349604],"domain_scores_gemma":[0.9807829,0.01056178,0.002001714,0.0009321377,0.005565139,0.0001562499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001281253,0.0001125655,0.01627327,0.04464841,0.0008493657,0.0002119325,0.001027396,0.00313177,0.005821829,0.004860541,0.01055265,0.9123821],"study_design_scores_gemma":[0.00006339106,0.0005861874,0.08141302,0.05019029,0.002808558,0.0035638,0.003181023,0.0143512,0.02091265,0.01625255,0.8055717,0.001105514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004190379,0.8368735,0.1458676,0.001131586,0.001060028,0.0005656429,0.002811378,0.000512494,0.006987466],"genre_scores_gemma":[0.02654408,0.7888578,0.1770535,0.0007803783,0.0005623559,0.001307528,0.002283605,0.0003523889,0.002258348],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02011588,"threshold_uncertainty_score":0.07237434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034641796715011,"score_gpt":0.3485800655606938,"score_spread":0.2451158858891927,"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."}}