{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005545518,0.0005362252,0.0008238078,0.00001350432,0.0007139061,0.0001820373,0.0016493,0.0007391809,0.0009327019],"category_scores_gemma":[0.0004711793,0.0001164902,0.0006757025,0.0003865506,0.0003955089,0.00004470307,0.0001572968,0.0006503777,0.000112959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009426747,"about_ca_system_score_gemma":0.00004877489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007962055,"about_ca_topic_score_gemma":0.008513427,"domain_scores_codex":[0.9968477,0.000471728,0.0008127359,0.0006643618,0.000568372,0.0006350836],"domain_scores_gemma":[0.9967955,0.001584251,0.0008241076,0.0003112169,0.0003664814,0.0001184455],"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":[0.001312361,0.0003306815,0.03915032,0.00004310037,0.0004985562,0.00001182389,0.0001463931,0.000005683494,0.9093937,0.01080158,0.004451265,0.0338545],"study_design_scores_gemma":[0.0003547975,0.0007040261,0.9284539,0.00005831402,0.00007446126,0.000002701477,0.001301339,0.00001201239,0.01013444,0.0004516943,0.05800568,0.0004466866],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724769,0.001543906,0.0000012323,0.002906622,0.001467449,0.001571331,0.0004521468,0.00006107042,0.01951931],"genre_scores_gemma":[0.9861098,0.001013284,0.000005910948,0.0005148007,0.0003101808,0.00007109082,0.0002898303,0.000003130274,0.01168196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8992593,"threshold_uncertainty_score":0.9999806,"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."}}