{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000162332,0.0001158509,0.0001440446,0.0000399402,0.0001688032,0.00003105016,0.0001464442,0.00005189979,0.001413044],"category_scores_gemma":[0.0000682118,0.00008525482,0.00003127581,0.0006140179,0.0004709082,0.0001015358,0.0002557128,0.0001057483,0.0002323927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007616396,"about_ca_system_score_gemma":0.00001667016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003616579,"about_ca_topic_score_gemma":0.0155499,"domain_scores_codex":[0.9991254,0.00004063137,0.0001778566,0.0002088483,0.0002159574,0.0002313205],"domain_scores_gemma":[0.9995162,0.0001702244,0.00006698675,0.0001796589,0.00001231242,0.00005465709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001260241,0.0002217498,0.9546968,0.0000557809,0.00002878688,0.00005326418,0.009643774,0.0001416438,0.01278316,0.002546434,0.008015321,0.01168725],"study_design_scores_gemma":[0.0003481999,0.00008673192,0.9787814,0.00002211974,0.000007876147,0.000004320905,0.01669787,0.0002431271,0.001089039,0.0003016152,0.002308703,0.000108985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932954,0.00003703399,0.00001047393,0.0007561076,0.00008850788,0.00019547,0.0000381508,0.00003317672,0.005545621],"genre_scores_gemma":[0.9992754,0.000196079,0.000006782965,0.00007260527,0.000009154681,0.00003449941,0.00004931195,0.000007773943,0.000348395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0240846,"threshold_uncertainty_score":0.9994998,"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."}}