{"id":"W3182897474","doi":"10.1016/j.biocontrol.2021.104705","title":"Determining the host range of Diadromus collaris (Gravenhorst) (Hymenoptera: Ichneumonidae), a candidate biological control agent for diamondback moth Plutella xylostella linnaeus (Lepidoptera: Plutellidae) in Canada","year":2021,"lang":"en","type":"article","venue":"Biological Control","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada; Carleton University","funders":"Agriculture and Agri-Food Canada","keywords":"Plutellidae; Diamondback moth; Plutella; Ichneumonidae; Biology; Lepidoptera genitalia; Biological pest control; Parasitism; Braconidae; Host (biology); Botany; Parasitoid; Ecology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009697191,0.0007476665,0.001726669,0.00003656663,0.000389861,0.0001361852,0.001119608,0.0006117198,0.0004964919],"category_scores_gemma":[0.002170869,0.0002718669,0.0006062764,0.0006109891,0.0005101677,0.00008063496,0.0002482537,0.0005812134,0.00001837764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003826484,"about_ca_system_score_gemma":0.0002822015,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03566206,"about_ca_topic_score_gemma":0.268962,"domain_scores_codex":[0.9943015,0.001118287,0.001505927,0.001202008,0.0004693289,0.001402936],"domain_scores_gemma":[0.991479,0.006694394,0.0006443819,0.0003278209,0.0005356044,0.0003187984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002051069,0.0006350953,0.7682152,0.00004028164,0.0003614611,0.0002927731,0.00008137288,0.0001180153,0.1684002,0.0008028343,0.0005649965,0.05843671],"study_design_scores_gemma":[0.005609115,0.002434635,0.9710447,0.00008283187,0.0001109735,0.00001856737,0.0005141796,0.0007399239,0.008443306,0.0004555101,0.009491182,0.001055075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863706,0.003395664,0.0001355267,0.005277381,0.0004393188,0.002198908,0.001549099,0.00006395029,0.0005695089],"genre_scores_gemma":[0.9926063,0.0007536028,0.0001262213,0.005469842,0.0004467769,0.0003684006,0.000151742,0.000006967447,0.00007011766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2332999,"threshold_uncertainty_score":0.9999734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0264161001554645,"score_gpt":0.2076296322230504,"score_spread":0.1812135320675859,"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."}}