{"id":"W2160296528","doi":"10.1080/09583157.2010.492209","title":"A large-scale rearing method for<i>Peristenus digoneutis</i>(Hymenoptera: Braconidae), a biological control agent of<i>Lygus lineolaris</i>(Hemiptera: Miridae)","year":2010,"lang":"en","type":"article","venue":"Biocontrol Science and Technology","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Agriculture and Agri-Food Canada","funders":"","keywords":"Lygus; Miridae; Braconidae; Biology; Parasitoid; Nymph; Diapause; Parasitism; Biological pest control; Tarnished plant bug; Botany; Hymenoptera; Horticulture; Heteroptera; Host (biology); Larva; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001685436,0.0003168778,0.000636142,0.000150576,0.0006173191,0.0001180215,0.0008509036,0.0005394428,0.00003971134],"category_scores_gemma":[0.0003610771,0.0001444629,0.0001567017,0.0009414487,0.0009560061,0.0002069754,0.0002355864,0.0004596903,0.000003412888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003005332,"about_ca_system_score_gemma":0.00005855562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001880069,"about_ca_topic_score_gemma":0.0004822028,"domain_scores_codex":[0.9973463,0.00004915242,0.0005316485,0.0008580028,0.0003226086,0.0008922869],"domain_scores_gemma":[0.9985641,0.0002320039,0.000259817,0.0002505336,0.0005104449,0.0001830922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009539628,0.0001416528,0.01640981,0.00000507799,0.00001202245,0.000004484046,0.00004836573,5.106946e-8,0.8648412,0.003489141,0.00002803255,0.1149248],"study_design_scores_gemma":[0.005841135,0.004486571,0.1484374,0.00006867429,0.0002227335,0.0003084876,0.0008783683,0.004061734,0.715264,0.008680511,0.1102834,0.001467056],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937453,0.0003291373,0.0014181,0.002240642,0.000243453,0.001195011,0.0001540153,0.000337662,0.000336733],"genre_scores_gemma":[0.9934493,0.00004174526,0.005382147,0.0005233964,0.0001547161,0.0004003868,0.000009673328,0.000003313952,0.00003526533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1495772,"threshold_uncertainty_score":0.5891025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009743418128056586,"score_gpt":0.2523487340068908,"score_spread":0.2426053158788342,"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."}}