{"id":"W7111688522","doi":"","title":"Repurposed Wetlands - A Case Study of a Reconstructed Urban Stormwater System along East Central Florida’s Halifax River","year":2025,"lang":"","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Impervious surface; Stormwater; Wetland; Hydrology (agriculture); Surface runoff; Water quality; Watershed; Flood myth; Estuary","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":[0.0001539444,0.0002562257,0.0001367339,0.0008126321,0.0008214924,0.0005819965,0.0004858972,0.0004651474,0.0008117607],"category_scores_gemma":[0.0002748768,0.0001263093,0.0002877662,0.000876139,0.0005254689,0.0002696833,0.0004494504,0.0001747095,0.00006458161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002000919,"about_ca_system_score_gemma":0.001164007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2334854,"about_ca_topic_score_gemma":0.4539982,"domain_scores_codex":[0.9998802,0.0000206553,0.000004870919,0.0000278946,0.00002449685,0.00004179859],"domain_scores_gemma":[0.9998572,0.00003034023,0.00002242593,0.00001528597,0.00004138247,0.00003342949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006136173,0.0009427054,0.717634,0.0002232658,0.0002101363,0.03180499,0.00665827,0.1420067,0.02287117,0.003846768,0.004174122,0.06901435],"study_design_scores_gemma":[0.00006805193,0.0002862735,0.7507398,0.00005962834,0.0001343754,0.001419935,0.02207283,0.2114516,0.005409036,0.0007676657,0.007503929,0.00008702299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984456,0.00001676561,0.0004350975,0.0000480017,0.000001614834,0.00002372619,0.0002767821,0.00001799775,0.0007344336],"genre_scores_gemma":[0.9979412,0.00002499046,0.001138011,0.000009475734,0.000001183634,0.00001337745,0.0002819383,0.000004150294,0.0005856326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2334854,"threshold_uncertainty_score":0.4642527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01875484060913625,"score_gpt":0.2021787311349142,"score_spread":0.183423890525778,"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."}}