{"id":"W7071083857","doi":"","title":"Restoration of Salt Marsh Habitat Using Engineered Barrier Islands","year":2016,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salt marsh; Marsh; Habitat; Intertidal zone; Estuary; Shore; Wetland; Coastal erosion; Watershed","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":[0.0001004046,0.0001676814,0.00009555423,0.0002404362,0.0002598146,0.0004525179,0.0004631527,0.0001242491,0.0009064263],"category_scores_gemma":[0.0002332541,0.00007093453,0.0001359195,0.0001150814,0.0001518414,0.0001920309,0.0005562911,0.0001993077,0.0001356097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002485903,"about_ca_system_score_gemma":0.0004517975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01065911,"about_ca_topic_score_gemma":0.04591428,"domain_scores_codex":[0.9999435,0.000007484171,0.000003099658,0.00000977892,0.00002009376,0.00001603716],"domain_scores_gemma":[0.9998982,0.000006291365,0.00001548471,0.00001360698,0.00002599797,0.0000403919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006701369,0.001629489,0.1145508,0.0004466508,0.00021482,0.002928628,0.0018755,0.02376164,0.5627196,0.003747845,0.003008667,0.2844462],"study_design_scores_gemma":[0.0002639901,0.00709869,0.5882165,0.0002491562,0.0003563083,0.003234017,0.005912735,0.117415,0.1780584,0.001911911,0.09713953,0.0001437304],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940866,0.00005886611,0.002914973,0.00002626431,0.000008984158,0.00003556154,0.00003521263,0.00008261419,0.002750824],"genre_scores_gemma":[0.9915024,0.00009554737,0.006500179,0.00001706165,0.000001309488,0.00002854415,0.00007008124,0.00001548261,0.001769443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01065911,"threshold_uncertainty_score":0.0211941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156593363891842,"score_gpt":0.19831559689165,"score_spread":0.1867496632527316,"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."}}