{"id":"W4365442698","doi":"10.1371/journal.pone.0268415","title":"Immune defense in Drosophila melanogaster depends on diet, sex, and mating status","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Program for Education and Research in Biotechnology, California State University","keywords":"Biology; Mating; Immune system; Drosophila melanogaster; Sexual dimorphism; Immunity; Host (biology); Trait; Melanogaster; Immunology; Zoology; Ecology; Genetics; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008746771,0.0002142721,0.0001241465,0.0003037847,0.000143659,0.0002161527,0.0001496091,0.0001470098,0.000683459],"category_scores_gemma":[0.00008639223,0.0001293312,0.0002263297,0.000121098,0.0001001492,0.0001079163,0.0001459435,0.0002721437,0.0001372509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000329014,"about_ca_system_score_gemma":0.0001236231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001754908,"about_ca_topic_score_gemma":0.004503559,"domain_scores_codex":[0.9999378,0.00001702164,0.000005873675,0.00001693489,0.00001240393,0.00001005744],"domain_scores_gemma":[0.9999199,0.00001842999,0.00002656514,0.000008527238,0.000008093059,0.00001844378],"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":[0.0001251806,0.00002429599,0.003998875,0.00003927112,0.00001126671,0.00006489146,0.00002970848,0.00009974217,0.9935959,0.00007036691,0.00006095616,0.001879568],"study_design_scores_gemma":[0.0000597305,0.0007562349,0.4516262,0.00003462981,0.00009628138,0.0006542072,0.0003808104,0.006434491,0.5345229,0.0004028294,0.004978938,0.00005282531],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997141,0.0005524654,0.0008004369,0.00004404073,0.000006984902,0.000008961455,0.0007166861,0.00001986615,0.000709503],"genre_scores_gemma":[0.9951463,0.0005468723,0.001850042,0.00008783123,0.000002727237,0.00003003584,0.000695916,0.00001449279,0.001625674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001754908,"threshold_uncertainty_score":0.003489316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04721261004988587,"score_gpt":0.216828728203891,"score_spread":0.1696161181540051,"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."}}