{"id":"W1867630877","doi":"10.1139/er-2013-0003","title":"Impacts from ditching salt marshes in the mid-Atlantic and northeastern United States","year":2013,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marsh; Nekton; Salt marsh; Phragmites; Brackish marsh; Environmental science; Wetland; Ecology; Estuary; Peat; Invertebrate; Hydrology (agriculture); Oceanography; Biology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003736523,0.0002258701,0.0002627032,0.00003314429,0.00009931073,0.00009025001,0.0002867151,0.00004450916,0.001138942],"category_scores_gemma":[0.00002226859,0.0001421109,0.00005585327,0.0001303744,0.0001012577,0.0003010041,0.0002756844,0.0001718657,0.002586111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001295624,"about_ca_system_score_gemma":0.000001194851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01596117,"about_ca_topic_score_gemma":0.008118478,"domain_scores_codex":[0.9984704,0.0002458144,0.0003916585,0.0003249648,0.0002443494,0.0003227943],"domain_scores_gemma":[0.9992662,0.0001386909,0.0001279856,0.0003539151,1.562114e-7,0.000113031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004617016,0.00007319015,0.9701563,0.00001513113,0.000005467883,0.00000859434,0.001438334,0.00005993639,0.001609743,8.411931e-7,0.0003758588,0.02625205],"study_design_scores_gemma":[0.0002889296,0.00004583319,0.9417714,0.0001052235,0.00001830963,0.00001970716,0.0006611156,0.005316524,0.00001673607,0.0004303422,0.05107269,0.0002531222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970182,0.001404346,0.0000547212,0.0003136107,0.00004881793,0.0007938792,0.0000167206,0.00001113834,0.000338625],"genre_scores_gemma":[0.9926268,0.006127489,0.0002002833,0.0006461956,0.00002601094,0.00006695595,0.0001991285,0.00001877353,0.00008834714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05069683,"threshold_uncertainty_score":0.9997742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008707754446350628,"score_gpt":0.2033713842115625,"score_spread":0.1946636297652119,"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."}}