{"id":"W2106464480","doi":"10.1007/s11273-009-9170-6","title":"Measuring sediment accretion in early tidal marsh restoration","year":2010,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Echo sounding; Bathymetry; Geology; Transect; Accretion (finance); Sediment; Hydrology (agriculture); Oceanography; Deposition (geology); Bay; Marsh; Sedimentary budget; Geomorphology; Sediment transport; Wetland","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":[],"consensus_categories":[],"category_scores_codex":[0.0004030706,0.00009148807,0.00009609482,0.00006843713,0.00008652066,0.00002391231,0.00009069654,0.00008021614,0.0002540057],"category_scores_gemma":[0.000006493411,0.00008888285,0.00001533588,0.00009333932,0.00004083236,0.0001349256,0.0002457035,0.0001310792,0.0001502375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008081611,"about_ca_system_score_gemma":0.000002079018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001973299,"about_ca_topic_score_gemma":0.04075248,"domain_scores_codex":[0.9992384,0.0000327482,0.0001599518,0.0002452549,0.000115103,0.000208599],"domain_scores_gemma":[0.9997415,0.00001553365,0.00004537097,0.000144049,0.000002587032,0.00005093672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003313983,0.00004908549,0.9929941,0.00002036027,0.0000086039,0.00002326106,0.0001506798,0.000201817,0.0008642107,0.001231822,0.000293486,0.004129493],"study_design_scores_gemma":[0.0005023938,0.0000612383,0.9908234,0.00000605755,0.000009449821,0.00000586899,0.00003673233,0.002527142,0.000030804,0.0005723278,0.005320688,0.0001038814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799075,0.000002006072,0.0001607542,0.0002826007,0.0003558772,0.0002998827,0.000001255635,0.00002549683,0.01896462],"genre_scores_gemma":[0.9985424,0.00003084628,0.0004228062,0.00007552445,0.00002655536,0.00005577175,0.00001189377,0.000006556385,0.0008275885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04055515,"threshold_uncertainty_score":0.9767513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00768962799918636,"score_gpt":0.1940718600603349,"score_spread":0.1863822320611485,"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."}}