{"id":"W3129975759","doi":"10.3390/w13040543","title":"Salt Marsh Hydrogeology: A Review","year":2021,"lang":"en","type":"review","venue":"Water","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Delaware Environmental Institute, University of Delaware; National Science Foundation","keywords":"Salt marsh; Marsh; Hydrogeology; Submarine groundwater discharge; Environmental science; Groundwater; Hydrology (agriculture); Oceanography; Wetland; Aquifer; Geology; 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":[0.0006062794,0.0008390257,0.001300572,0.003254645,0.0002262156,0.0009515673,0.0008944908,0.000723397,0.004741458],"category_scores_gemma":[0.001400872,0.0002821384,0.0008364401,0.003852199,0.0003739744,0.001374151,0.0006370804,0.0007389403,0.001409466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005870462,"about_ca_system_score_gemma":0.002091006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004042136,"about_ca_topic_score_gemma":0.004865489,"domain_scores_codex":[0.9998054,0.00002595676,0.00005112216,0.00004037306,0.0000629001,0.00001427267],"domain_scores_gemma":[0.9993663,0.0003151224,0.0001098806,0.00001569205,0.0001564843,0.00003647483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005622015,0.00003849841,0.0005492171,0.05015903,0.0001720415,0.0001261883,0.00007170916,0.000349255,0.0004873722,0.00163815,0.02985646,0.9164959],"study_design_scores_gemma":[0.00001748621,0.0001000752,0.003309116,0.02094334,0.0004813472,0.000878796,0.00009564154,0.0001109512,0.0002335435,0.001363538,0.9724354,0.0000306702],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001642691,0.9987265,0.00008120037,0.0002026673,0.0001048216,0.000006517267,0.00008200567,0.00000896008,0.0006229248],"genre_scores_gemma":[0.0006927566,0.9987724,0.0001299001,0.00009020058,0.00006374549,0.000005022619,0.00007586963,0.000001347125,0.0001687094],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004741458,"threshold_uncertainty_score":0.01586175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808008787006921,"score_gpt":0.2707182413815601,"score_spread":0.2526381535114909,"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."}}