{"id":"W4405523848","doi":"10.1371/journal.pone.0315071","title":"Current status of biological control of introduced Phragmites in Canada: Insights from initial years of post-release monitoring and a larval density release experiment","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Toronto","funders":"Agriculture and Agri-Food Canada; University of Waterloo; University of Toronto; Ontario Ministry of Natural Resources and Forestry; Ministry of Natural Resources; Ducks Unlimited Canada","keywords":"Phragmites; Lepidoptera genitalia; Biological pest control; Larva; Biology; Noctuidae; Ecology; Wetland","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00172458,0.0003521711,0.0004062871,0.0009035277,0.001144924,0.001077861,0.001104241,0.0002599241,0.0005826261],"category_scores_gemma":[0.001848796,0.0001846209,0.0002400487,0.0009999898,0.00081345,0.0005986274,0.0003791713,0.0004693144,0.0000576897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01775829,"about_ca_system_score_gemma":0.01944343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9652727,"about_ca_topic_score_gemma":0.9870846,"domain_scores_codex":[0.9988927,0.000074071,0.00006463742,0.0001798173,0.0005955136,0.0001932918],"domain_scores_gemma":[0.9937584,0.0004704056,0.0009711054,0.0001399599,0.003849941,0.000810238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000796032,0.0003443857,0.8633788,0.0008556827,0.0003173759,0.0002316394,0.002207047,0.001172425,0.03313098,0.000351947,0.001364402,0.09584928],"study_design_scores_gemma":[0.000006332494,0.0002439726,0.9934829,0.00005022908,0.00007803857,0.00004407451,0.0007934347,0.0006130948,0.001816537,0.00002225779,0.002825921,0.00002317722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846261,0.00820857,0.000690845,0.0005406516,0.00001836826,0.00007357521,0.001820255,0.00006449997,0.00395707],"genre_scores_gemma":[0.9900175,0.004862711,0.001977345,0.0002030572,0.00001024217,0.00002597145,0.00152249,0.000008086263,0.001372585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03472728,"threshold_uncertainty_score":0.128846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04646817845456794,"score_gpt":0.2286503334036559,"score_spread":0.182182154949088,"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."}}