{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003448025,0.0003413769,0.001473855,0.00002554523,0.00005240474,0.00002612986,0.000388352,0.0002074919,0.01764051],"category_scores_gemma":[0.00001697675,0.0002012491,0.0004636078,0.0001537214,0.0000509603,0.00006366406,0.001015787,0.0002578438,0.02275501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002017428,"about_ca_system_score_gemma":0.00001622429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000789728,"about_ca_topic_score_gemma":0.0002254783,"domain_scores_codex":[0.9981148,0.0002009841,0.0005138651,0.0005252957,0.0002091991,0.0004359161],"domain_scores_gemma":[0.9991215,0.00002725318,0.0001053302,0.00063858,0.000004001447,0.0001033569],"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":[2.539205e-7,0.00002463468,0.00003437632,0.034317,0.0000524987,0.0001547678,0.00001236087,7.918078e-7,3.925162e-7,0.00000820501,0.02746676,0.937928],"study_design_scores_gemma":[0.00002677287,0.000008528094,6.307965e-7,0.0223646,0.0003151537,0.0002867188,4.176354e-7,0.000005668834,4.313627e-7,0.00001970594,0.9766955,0.0002758367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005255597,0.9900859,0.000007588342,0.0001156276,0.0002653151,0.0005606153,0.00002379444,0.00004032298,0.008895568],"genre_scores_gemma":[0.000002013598,0.9905077,0.00006666787,0.0003177721,0.00005693368,0.0001154046,0.0004749076,0.00004730705,0.008411244],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9492288,"threshold_uncertainty_score":0.9832575,"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."}}