{"id":"W4402280209","doi":"10.1242/jeb.247932","title":"Live yeasts accelerate <i>Drosophila melanogaster</i> larval development","year":2024,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Axenic; Biology; Yeast; Drosophila melanogaster; Host (biology); Drosophila (subgenus); Insect; Larva; Symbiosis; Bacteria; Microbiology; Microbiome; Zoology; Botany; Ecology; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008475228,0.0003514607,0.0001711838,0.0001954539,0.0001244175,0.0002530475,0.0001304005,0.0001938552,0.001499644],"category_scores_gemma":[0.0001369718,0.0001348638,0.0002648156,0.00006171531,0.0001153851,0.0001528545,0.0002359162,0.000600022,0.000383717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003731144,"about_ca_system_score_gemma":0.00017172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501334,"about_ca_topic_score_gemma":0.003246795,"domain_scores_codex":[0.999939,0.000009284422,0.000007154174,0.00001658418,0.00001539854,0.0000126282],"domain_scores_gemma":[0.9998088,0.00003774064,0.00005330645,0.00001690327,0.00002732824,0.00005591969],"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":[0.0002092258,0.00002788794,0.0007775687,0.00007212929,0.000006580527,0.00004026428,0.00003263161,0.00003802172,0.9959189,0.00007881927,0.0001495934,0.002648535],"study_design_scores_gemma":[0.00002659418,0.0009888053,0.06655471,0.00003389916,0.00002558528,0.0001797217,0.00009620725,0.0006339478,0.922918,0.00007466144,0.008456536,0.00001139139],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896141,0.002854789,0.001551287,0.0001355966,0.00004451963,0.00004566701,0.00142854,0.0002717915,0.004053899],"genre_scores_gemma":[0.9885492,0.001243679,0.002418906,0.0001497081,0.00001320297,0.00004889921,0.0008723111,0.0000659752,0.006638026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001501334,"threshold_uncertainty_score":0.005016863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02960893530733522,"score_gpt":0.27061710487738,"score_spread":0.2410081695700448,"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."}}