{"id":"W7162020512","doi":"10.82308/52076","title":"Invasion dynamics of exotic and native common reed in fresh water wetlands","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Haplotype; Transect; Invasive species; Introduced species","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002635882,0.0001270257,0.0001367501,0.0004355355,0.0003768593,0.0004543473,0.0001602529,0.0001567686,0.0004459533],"category_scores_gemma":[0.0003015346,0.00008374458,0.0001645851,0.0002509503,0.0004045187,0.0001789292,0.0002634555,0.0001467219,0.00006347145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001665451,"about_ca_system_score_gemma":0.001021848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2856114,"about_ca_topic_score_gemma":0.5633398,"domain_scores_codex":[0.999876,0.00001621459,0.000005084762,0.00003925103,0.00002138161,0.00004200765],"domain_scores_gemma":[0.9996314,0.00006407782,0.00009464454,0.00001820339,0.00008800119,0.0001036896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001565255,0.00002945418,0.9744136,0.00001605426,0.00002874551,0.0001138695,0.001603891,0.0003455492,0.01757955,0.00007051942,0.00004751593,0.005594657],"study_design_scores_gemma":[0.000001154101,0.00002727597,0.9989286,0.000001707283,0.000005140138,0.00002915896,0.0003992647,0.0002639381,0.0002191867,0.00000814733,0.0001138116,0.000002554897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998531,0.00001378556,0.00002300838,0.00000199845,1.733738e-7,0.000001094628,0.00001753011,7.185843e-7,0.00008854311],"genre_scores_gemma":[0.9994919,0.00001631892,0.00008792835,0.00000234587,3.192079e-7,0.000002732608,0.00004685238,5.290223e-7,0.0003510255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2856114,"threshold_uncertainty_score":0.5678979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126950725740952,"score_gpt":0.2077761413925591,"score_spread":0.1965066341351496,"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."}}