{"id":"W4206943614","doi":"10.4039/tce.2021.51","title":"The parasitoid complex of diamondback moth, <i>Plutella xylostella</i> (Linnaeus) (Lepidoptera: Plutellidae), in Canada: impact and status","year":2022,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Diamondback moth; Plutellidae; Plutella; Parasitism; Biology; Lepidoptera genitalia; Parasitoid; Population; Ecology; Larva; Demography; Host (biology)","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":[0.0003361823,0.0001460381,0.0001947192,0.00002227552,0.000928422,0.00006942254,0.0004331478,0.00003195612,0.0006607621],"category_scores_gemma":[0.00003494798,0.00005078514,0.00006302037,0.0003019386,0.0001659931,0.00003231034,0.00007609138,0.0002918906,0.000005107364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008281604,"about_ca_system_score_gemma":0.0005388698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984635,"about_ca_topic_score_gemma":0.9998381,"domain_scores_codex":[0.9984713,0.0002671844,0.0002697077,0.000195366,0.0002148439,0.0005815745],"domain_scores_gemma":[0.9989141,0.0006046836,0.0001229449,0.0001208953,0.00003899378,0.0001983841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008132574,0.0001806056,0.6527156,0.00001766431,0.0003044215,0.0006849846,0.001450459,0.004395734,0.02407436,0.003968251,0.05721751,0.2541772],"study_design_scores_gemma":[0.0007320991,0.0007235342,0.8079894,0.00001503873,0.00004138516,0.0003548776,0.005513993,0.002445651,0.001733388,0.001052445,0.1787172,0.0006810575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899734,0.0009755816,1.399107e-7,0.004309214,0.0002188597,0.0002755075,0.0007152685,0.000006561307,0.003525488],"genre_scores_gemma":[0.998405,0.000185966,0.000001971496,0.0009550672,0.00005552194,0.00003008136,0.0000728001,0.000001468591,0.0002920959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2534961,"threshold_uncertainty_score":0.7234882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490513851401637,"score_gpt":0.2122304712571512,"score_spread":0.1973253327431348,"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."}}