{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120712,0.00006454406,0.00008550401,0.00001524048,0.00001242403,0.00000620037,0.00005521781,0.00003263578,0.00005766655],"category_scores_gemma":[0.00001453035,0.00006340939,0.000007642921,0.00006617701,0.00004492093,0.00009381945,0.00005715492,0.00004564782,0.00003229024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002885151,"about_ca_system_score_gemma":0.00002406619,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2989851,"about_ca_topic_score_gemma":0.9483426,"domain_scores_codex":[0.9993849,0.0000208327,0.0001647928,0.0001368213,0.0001868939,0.000105777],"domain_scores_gemma":[0.9997499,0.00002031289,0.00006565264,0.00009538046,0.000001639962,0.00006711995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001060088,0.00001925731,0.9931076,0.000004746709,0.000001656777,0.000003086778,0.0001319646,0.0005474714,0.005220854,0.00001299205,0.0001509892,0.0007887715],"study_design_scores_gemma":[0.0003072752,0.00002406283,0.9602617,0.00001121956,0.000003574937,0.000009672305,0.0003085237,0.03874522,0.00006190803,0.00006375484,0.0001326072,0.00007048943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975489,0.00006012655,0.00004083246,0.00004680234,0.0001018681,0.0001067606,0.00001148603,0.000003887353,0.002079352],"genre_scores_gemma":[0.9997824,0.000004146399,0.0000851958,0.00001164672,0.000006760323,0.00000147213,0.000008151239,0.000005693757,0.00009450833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6493574,"threshold_uncertainty_score":0.7056831,"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."}}