{"id":"W4318307489","doi":"10.1007/s12237-023-01171-4","title":"Undetected but Widespread: the Cryptic Invasion of Non-Native Cattail (Typha) in a Pacific Northwest Estuary","year":2023,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Burnaby Hospital; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Typha; Estuary; Introduced species; Invasive species; Ecology; Habitat; Biology; Species complex; Taxon; Geography; Wetland; Phylogenetic tree","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002680915,0.000101525,0.0001111754,0.0003406016,0.0009690703,0.0006433605,0.0003649375,0.000336685,0.0005050287],"category_scores_gemma":[0.0007425146,0.0000983208,0.0000681087,0.0004574097,0.001056173,0.0002847011,0.0006616571,0.0003621434,0.0000589282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007488767,"about_ca_system_score_gemma":0.0007780627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1333638,"about_ca_topic_score_gemma":0.3232698,"domain_scores_codex":[0.9998966,0.00001725258,0.000007451771,0.00003034542,0.00002222109,0.00002601053],"domain_scores_gemma":[0.9995118,0.00007250641,0.0001633047,0.0000330735,0.000083657,0.0001355239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001550557,0.00004161017,0.9886098,0.00001702729,0.00001772554,0.001050105,0.002092634,0.0001099521,0.004700497,0.00007967206,0.0001556524,0.002970219],"study_design_scores_gemma":[0.000001853181,0.00002155316,0.9967908,0.000003598873,0.00000588824,0.0001758829,0.002511765,0.0001442593,0.000123511,0.00003110028,0.0001870523,0.000002615331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997056,0.00001197092,0.00001563981,0.00001736138,8.520302e-7,0.000001125291,0.00003077446,9.303884e-7,0.0002158067],"genre_scores_gemma":[0.9997831,0.0000116298,0.00003744987,0.000013276,7.474635e-7,9.634929e-7,0.00002935006,4.440552e-7,0.0001231302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1333638,"threshold_uncertainty_score":0.2651752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798802358994692,"score_gpt":0.2334743001349671,"score_spread":0.2154862765450202,"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."}}