{"id":"W4413960839","doi":"10.1127/entomologia/3411","title":"Adaptive strategies in parasitoid wasps: implications for enhanced biological control","year":2025,"lang":"en","type":"article","venue":"Entomologia Generalis","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; Agriculture and Agri-Food Canada","keywords":"Biology; Parasitoid; Biological pest control; Hymenoptera; Natural enemies; Ecology; Braconidae; Zoology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009217199,0.0004786713,0.0008323456,0.0003635617,0.0002716323,0.001073011,0.000482725,0.0008515551,0.00155775],"category_scores_gemma":[0.00111851,0.0001595657,0.0004482169,0.0002448108,0.001003453,0.001383503,0.0008210169,0.001339998,0.0002234522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005790868,"about_ca_system_score_gemma":0.0007641296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005821637,"about_ca_topic_score_gemma":0.0005959683,"domain_scores_codex":[0.9997169,0.0001018189,0.00001814611,0.0000623892,0.00005622318,0.00004444406],"domain_scores_gemma":[0.9995748,0.0001775924,0.00009054982,0.00002440474,0.00007264983,0.00005995569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000526258,0.0001985991,0.01160327,0.01550846,0.0006238217,0.001598141,0.001029447,0.008062896,0.4257447,0.08205894,0.008921681,0.4441239],"study_design_scores_gemma":[0.0002888925,0.003263924,0.07990642,0.004122829,0.001214938,0.005635099,0.002900131,0.01854192,0.06800026,0.1234885,0.6923231,0.0003139527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1508835,0.723659,0.08024679,0.02380745,0.001160776,0.0002035584,0.0006906054,0.000659589,0.01868862],"genre_scores_gemma":[0.627973,0.3272919,0.03594642,0.003443324,0.0004774007,0.0002442865,0.0004512436,0.00005393228,0.0041185],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00155775,"threshold_uncertainty_score":0.005211174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0651957419285658,"score_gpt":0.2821998104859353,"score_spread":0.2170040685573695,"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."}}