{"id":"W3196833502","doi":"10.1111/rec.13548","title":"Control of invasive <scp> <i>Phragmites australis</i> </scp> (European common reed) alters macroinvertebrate communities","year":2021,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phragmites; Ecology; Species richness; Invertebrate; Biology; Marsh; Wetland; Invasive species; Species evenness; Aquatic plant; Introduced species; Vegetation (pathology); Community structure; Macrophyte","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003726851,0.0001467126,0.0002839839,0.0000454552,0.0001575956,0.00003621264,0.0002559059,0.000082329,0.0003880911],"category_scores_gemma":[0.0001563873,0.0001552799,0.00006613167,0.0001883947,0.0002203135,0.0002400276,0.0002436099,0.0001636699,0.0004210046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001577604,"about_ca_system_score_gemma":0.0000397138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006987283,"about_ca_topic_score_gemma":0.07260673,"domain_scores_codex":[0.9982066,0.0007669459,0.0004054368,0.0001858276,0.0001643641,0.0002708188],"domain_scores_gemma":[0.9986982,0.0005174335,0.000264776,0.0003914636,0.00003947036,0.00008864844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001458493,0.0001615449,0.9284495,0.00006127053,0.00005609758,0.0001076753,0.001539903,0.01841537,0.03825048,0.0008120172,0.01184109,0.0002904664],"study_design_scores_gemma":[0.003314179,0.0007356593,0.917812,0.00009245804,0.000134999,0.0002897942,0.006597985,0.0293602,0.01811917,0.001628599,0.0215442,0.0003707759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880207,0.00002185174,0.0004510127,0.0003561594,0.0002523614,0.0001902532,0.00006659781,0.00003955988,0.01060151],"genre_scores_gemma":[0.9979953,0.00003907625,0.0001533224,0.0006433545,0.00002993272,0.00001154268,0.0001783289,0.00001997109,0.0009292201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.071908,"threshold_uncertainty_score":0.9443158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058924771517034,"score_gpt":0.2086605525764205,"score_spread":0.1980713048612502,"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."}}