{"id":"W2993966241","doi":"10.1002/ece3.5820","title":"Invasive <i>Phragmites australis</i> management outcomes and native plant recovery are context dependent","year":2019,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Fish and Wildlife Service; National Oceanic and Atmospheric Administration; Intermountain West Joint Venture; Society of Wetland Scientists; Institute for Wetland and Waterfowl Research, Ducks Unlimited Canada; Utah Agricultural Experiment Station","keywords":"Phragmites; Context (archaeology); Plant community; Native plant; Environmental science; Forb; Ecology; Agronomy; Biology; Wetland; Introduced species; Ecological succession; Grassland","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001605638,0.000109112,0.0001696638,0.0000364525,0.0001025861,0.00001547446,0.00006059665,0.00008558049,0.0002929701],"category_scores_gemma":[0.00001788533,0.00009560907,0.00002608133,0.00004405998,0.00006660789,0.0001820479,0.000227056,0.00007987679,0.0003007663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001838109,"about_ca_system_score_gemma":0.000003705361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002382248,"about_ca_topic_score_gemma":0.01716738,"domain_scores_codex":[0.9992514,0.00004903027,0.0001344966,0.0002788527,0.00009287533,0.0001932931],"domain_scores_gemma":[0.9996471,0.0001090004,0.00008013874,0.0001078306,0.000004284736,0.00005164001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004661396,0.00002680239,0.9977757,0.00003311004,0.00004997167,0.00001174943,0.0001042061,0.0003091554,0.00006258672,0.0005740739,0.0006444216,0.0003615557],"study_design_scores_gemma":[0.0005249854,0.0001189,0.9959639,0.00001830275,0.00002422566,0.00002646055,0.0008593264,0.0004535534,0.00002068231,0.001427325,0.0004408534,0.0001215194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957104,0.0000608986,0.00004476225,0.0002440028,0.0002938468,0.0003448176,0.00004292687,0.00001767694,0.003240617],"genre_scores_gemma":[0.9967695,0.0001025706,0.00005253352,0.0001750284,0.000008082068,0.00002015399,0.00001620382,0.000005148376,0.002850726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01692916,"threshold_uncertainty_score":0.9579803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005155190624958458,"score_gpt":0.18396053476025,"score_spread":0.1788053441352915,"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."}}