{"id":"W4387368152","doi":"10.4039/tce.2023.17","title":"Citizen science reveals the establishment of <i>Chamaesphecia empiformis</i> (Esper) (Lepidoptera: Sesiidae), a long-lost biological control agent for <i>Euphorbia cyparissias</i> (Euphorbiaceae), in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Agriculture and Agri-Food Canada","funders":"","keywords":"Euphorbiaceae; Lepidoptera genitalia; Weed; Biological pest control; Biological dispersal; Euphorbia; Biology; Botany; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003290983,0.0004020533,0.0006377596,0.00007602746,0.001171239,0.00021732,0.002137018,0.0002364469,0.000672042],"category_scores_gemma":[0.00185213,0.0001345246,0.0002276784,0.001520587,0.001918694,0.0001165759,0.0002209013,0.0005669734,0.00003570331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001782748,"about_ca_system_score_gemma":0.001612357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9917318,"about_ca_topic_score_gemma":0.9998782,"domain_scores_codex":[0.9959484,0.0003668338,0.0007626074,0.0007257169,0.0006174771,0.00157895],"domain_scores_gemma":[0.9965,0.001957787,0.0003308565,0.0003478584,0.0004184498,0.0004450654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007546769,0.0002233327,0.7954457,0.0000364479,0.0001948989,0.0003985287,0.000999526,0.0004176575,0.05139908,0.007380553,0.1267795,0.01597009],"study_design_scores_gemma":[0.0006076085,0.000489225,0.9340934,0.00003977239,0.00002724233,0.00001935155,0.0008634446,0.00004404609,0.001210935,0.001264426,0.06094653,0.0003939767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660478,0.0003182309,0.000002682408,0.02756631,0.0004537222,0.001727695,0.0005584647,0.00004529403,0.003279855],"genre_scores_gemma":[0.9894899,0.00006055546,0.0000180316,0.008705639,0.0001590743,0.0002160794,0.000110941,0.000003565241,0.001236212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1386477,"threshold_uncertainty_score":0.9008341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03655058968801538,"score_gpt":0.2287316995968788,"score_spread":0.1921811099088634,"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."}}