{"id":"W3136719045","doi":"10.21203/rs.3.rs-244057/v1","title":"Undetected but widespread: the cryptic invasion of non-native cattail (Typha spp.) in a Pacific Northwest estuary","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; Liber Ero Foundation; Mitacs; Ministry of Environment","keywords":"Typha; Estuary; Geography; Species complex; Biology; Ecology; Fishery; Oceanography; Geology; 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":[0.001511295,0.0002730387,0.0004985631,0.000461954,0.0001948665,0.0001230242,0.0008295766,0.0003750068,0.001715243],"category_scores_gemma":[0.0005913227,0.0001895119,0.0001390788,0.0009179324,0.0004455134,0.0001032663,0.0006397378,0.002007541,0.0001229624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000248049,"about_ca_system_score_gemma":0.001165171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2331633,"about_ca_topic_score_gemma":0.3889463,"domain_scores_codex":[0.9961622,0.001160891,0.0004735609,0.0006865048,0.0008355964,0.0006812406],"domain_scores_gemma":[0.9964916,0.002075039,0.0001516974,0.0007222028,0.0004056095,0.0001539048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003513657,0.0001615492,0.9284835,0.001068953,0.0001040052,0.000633796,0.00164615,0.002238379,0.0005371475,0.00004211792,0.0005322512,0.06420076],"study_design_scores_gemma":[0.000370742,0.0005090873,0.9828633,0.0007960369,0.00001476718,0.00002850531,0.008454935,0.003758253,0.0007073965,0.001153129,0.001020037,0.0003238203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747766,0.0008230353,0.00001576994,0.0004070486,0.0002268462,0.0009445174,0.0004820064,0.00002066449,0.02230355],"genre_scores_gemma":[0.995451,0.0009364299,0.00007301932,0.00002601291,0.00009608024,0.00002636106,0.002444778,0.000008217853,0.0009380803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.155783,"threshold_uncertainty_score":0.9991973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04495398805256053,"score_gpt":0.3017497949722821,"score_spread":0.2567958069197216,"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."}}