{"id":"W4293230539","doi":"10.3389/fphys.2022.945370","title":"Differential immune responses in new and old fruit fly-parasitoid associations: Implications for their management","year":2022,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Centre for International Agricultural Research; Direktion für Entwicklung und Zusammenarbeit; Deutscher Akademischer Austauschdienst; International Development Research Centre; Government of the Republic of Kenya; Direktoratet for Utviklingssamarbeid; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Bactrocera dorsalis; Parasitoid; Biology; Biological pest control; Parasitism; Host (biology); Botany; Zoology; Ecology; Tephritidae; PEST analysis","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":[0.0005190112,0.0002440757,0.0003195796,0.0003120156,0.0002248411,0.0006389341,0.0002293999,0.0004668318,0.0008649387],"category_scores_gemma":[0.0005054905,0.00009019116,0.0001687515,0.0001282523,0.0003504264,0.0005477538,0.0003006253,0.0004733279,0.0001571059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003695972,"about_ca_system_score_gemma":0.0001528489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005831117,"about_ca_topic_score_gemma":0.0009115348,"domain_scores_codex":[0.9998108,0.00004960299,0.00001291296,0.00004274764,0.00002522879,0.00005880779],"domain_scores_gemma":[0.9996763,0.00006518331,0.0001283563,0.00001451615,0.00004731823,0.00006828078],"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":[0.001287784,0.0006522919,0.4450213,0.0005267424,0.0001205775,0.0009890012,0.001218995,0.0003931286,0.479234,0.0005168411,0.0004674385,0.06957185],"study_design_scores_gemma":[0.00001858982,0.00086491,0.9884312,0.00004433841,0.00003127404,0.0005596906,0.001157412,0.0002745018,0.006388568,0.0002250827,0.001991592,0.0000127618],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948426,0.003768297,0.0002678612,0.0001922274,0.00001790517,0.00002924165,0.00007812696,0.000006744276,0.0007970365],"genre_scores_gemma":[0.9979969,0.00105336,0.0004007114,0.0001322928,0.00001647005,0.00002031777,0.00004663268,0.000001095809,0.0003322968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008649387,"threshold_uncertainty_score":0.002893567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816523520775185,"score_gpt":0.2510664382456205,"score_spread":0.2329012030378686,"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."}}