{"id":"W1898595119","doi":"10.1139/cjb-2015-0066","title":"Classification and environmental correlates of tidal wetland vegetation in Nova Scotia, Canada","year":2015,"lang":"en","type":"article","venue":"Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; Vanguard College","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Brackish marsh; Wetland; Salt marsh; Plant community; Marsh; Spartina alterniflora; Bay; Vegetation (pathology); Ecology; Salinity; Brackish water; Environmental science; Oceanography; Biology; Ecological succession; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002749266,0.000164784,0.0001593916,0.001437693,0.001120863,0.0007456001,0.0003709292,0.0001347686,0.0009080379],"category_scores_gemma":[0.001022664,0.0001469334,0.000129755,0.001561209,0.0006544007,0.0001434131,0.0005291185,0.0001893684,0.0001429639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008886412,"about_ca_system_score_gemma":0.006742725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9868922,"about_ca_topic_score_gemma":0.9972054,"domain_scores_codex":[0.9997489,0.00001904669,0.00002143814,0.00005400512,0.00006506463,0.00009154231],"domain_scores_gemma":[0.9985488,0.00008998519,0.0002854566,0.00004238278,0.0006943514,0.000339065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000446398,0.00001260859,0.9933742,0.00001949072,0.00001879141,0.00009454951,0.0005873768,0.000168866,0.0009969781,0.00008564113,0.0004747776,0.004122059],"study_design_scores_gemma":[0.000001362672,0.000004202039,0.9990309,0.000008060604,0.000002383365,0.00002380912,0.0004521016,0.0001033819,0.0000341913,0.000006349793,0.0003311149,0.000002071434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969521,0.0001804702,0.00005287223,0.00005537106,0.000004523701,0.00001478422,0.001146641,0.000003745116,0.0015896],"genre_scores_gemma":[0.9981657,0.0001216864,0.0001437402,0.00002197171,0.000001219492,0.000006365529,0.0006822736,0.000001960082,0.0008551888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01310784,"threshold_uncertainty_score":0.06447572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015302416301424,"score_gpt":0.1921785861717854,"score_spread":0.1820255620087712,"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."}}