{"id":"W3213681521","doi":"10.1007/s10530-021-02675-5","title":"Characterizing an invasion assemblage: first comparison of insect communities on native and introduced subspecies of Phragmites australis in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada; University of Toronto","funders":"Agriculture and Agri-Food Canada; Ontario Ministry of Natural Resources and Forestry","keywords":"Phragmites; Biology; Subspecies; Cecidomyiidae; Ecology; Invasive species; Herbivore; Introduced species; Lepidoptera genitalia; Larva","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001805864,0.0001285078,0.000342075,0.00003672476,0.0001155084,0.00001350838,0.0001694269,0.00008726258,0.0006814663],"category_scores_gemma":[0.0001937478,0.00009964324,0.00002955864,0.0001785481,0.000168566,0.00009538043,0.0003575624,0.0002250393,0.000001419659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002777779,"about_ca_system_score_gemma":0.00008132678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8930646,"about_ca_topic_score_gemma":0.9994268,"domain_scores_codex":[0.9989091,0.0002017498,0.0003551677,0.0001986125,0.0001615154,0.0001738558],"domain_scores_gemma":[0.9989843,0.000563506,0.000137544,0.0002246452,0.00001935552,0.00007064744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003177502,0.0002131434,0.9325681,0.00001552381,0.000006447622,0.000007515086,0.001898893,0.0001894555,0.06473057,0.0001344223,0.0000660225,0.0001381125],"study_design_scores_gemma":[0.0001754185,0.0002523904,0.9771622,0.00009809043,0.000003949444,0.000004355642,0.00453361,0.0002771524,0.01703776,0.00005379491,0.0002828816,0.0001183874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988096,0.00001494265,0.00000212151,0.000182749,0.00006036893,0.0001173717,0.00005941826,0.000007343484,0.0007461365],"genre_scores_gemma":[0.9995785,0.00004513036,0.0001182446,0.00005521255,0.000006988127,0.000007097977,0.0001432364,0.00000435121,0.00004128003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1063623,"threshold_uncertainty_score":0.7461578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1803283890149652,"score_gpt":0.2572317469805914,"score_spread":0.07690335796562617,"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."}}