{"id":"W4237949799","doi":"10.22215/etd/2019-13517","title":"The host specificity of the candidate biological control agent Diadromus collaris (Gravenhorst) (Hymenoptera: Ichneumonidae)","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Ichneumonidae; Diamondback moth; Plutella; Plutellidae; Parasitoid; Biology; Hymenoptera; Lepidoptera genitalia; Pupa; Zoology; Ecology; Larva","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008222149,0.0001184646,0.0000806727,0.00008308739,0.0001511147,0.0001837257,0.00008512915,0.0001154707,0.0009422613],"category_scores_gemma":[0.0001179451,0.00004897627,0.00006115651,0.00005277971,0.0001434887,0.00009156723,0.000121389,0.0001650336,0.00008751843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004904173,"about_ca_system_score_gemma":0.0003473786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01516024,"about_ca_topic_score_gemma":0.05154678,"domain_scores_codex":[0.999943,0.000006715254,0.000002313402,0.00001816462,0.00001382519,0.00001601013],"domain_scores_gemma":[0.999943,0.00001525555,0.00001272818,0.000002704628,0.00001203741,0.00001424289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001230891,0.00004153416,0.0139324,0.00005047041,0.000004830591,0.0000575486,0.0001028968,0.00003865167,0.9810752,0.00005978199,0.00003205321,0.004481603],"study_design_scores_gemma":[0.00001653536,0.002298777,0.7359223,0.00001861466,0.00003703481,0.0003424901,0.000548326,0.0004880405,0.2579642,0.00004922161,0.002306539,0.000007939186],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985996,0.0001430691,0.00007988726,0.00001851057,0.000001244738,0.00001013698,0.00003260289,0.000001601934,0.001113452],"genre_scores_gemma":[0.9980221,0.0002003891,0.0004279079,0.00002358509,0.000001141403,0.0000063125,0.00008389077,7.84643e-7,0.001233847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01516024,"threshold_uncertainty_score":0.03014398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543552850902075,"score_gpt":0.2111777307328932,"score_spread":0.1957422022238725,"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."}}