{"id":"W3082424249","doi":"10.2112/jcr-si101-047.1","title":"25 Years of Salt Marsh Research, Restoration, and Being Stuck in the Mud in the Bay of Fundy, Canada","year":2020,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Mary's University; Mount Allison University","funders":"","keywords":"Bay; Salt marsh; Oceanography; Marsh; Fishery; Geology; Geography; Wetland; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002194666,0.0003007376,0.0005440693,0.001782117,0.006270401,0.003236134,0.001643762,0.001156077,0.003626014],"category_scores_gemma":[0.002783445,0.0003506287,0.0003798273,0.003388712,0.005215166,0.001210089,0.003154114,0.001645137,0.0002414839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03476874,"about_ca_system_score_gemma":0.09294188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9727042,"about_ca_topic_score_gemma":0.9955006,"domain_scores_codex":[0.9980274,0.0001962341,0.00007357531,0.0001511829,0.0004823192,0.001069276],"domain_scores_gemma":[0.9953572,0.0003583552,0.0004139465,0.00009653874,0.001423794,0.002350077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006039641,0.0004853602,0.6455853,0.001142598,0.0003745342,0.003334806,0.05556025,0.000614551,0.001782044,0.00476432,0.0435859,0.2421664],"study_design_scores_gemma":[0.00001382462,0.00009819623,0.8375606,0.0007268189,0.00007970638,0.0003271211,0.07455615,0.0001108029,0.0001952742,0.0004676616,0.08579787,0.00006589679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9196644,0.03774402,0.0002112868,0.02638306,0.0007137244,0.00005909113,0.001671946,0.0000312479,0.01352123],"genre_scores_gemma":[0.9680158,0.01825469,0.0004309069,0.002928474,0.0001506268,0.00002321589,0.0007882346,0.00001455807,0.009393458],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03476874,"threshold_uncertainty_score":0.2522661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06203404927520041,"score_gpt":0.3383816418775821,"score_spread":0.2763475926023817,"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."}}