{"id":"W2608401495","doi":"10.1371/journal.pbio.2000862","title":"Commensal bacteria and essential amino acids control food choice behavior and reproduction","year":2017,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":337,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ciência sem Fronteiras; Fundação para a Ciência e a Tecnologia; Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences; Fundação Champalimaud; National Institutes of Health; Fundação Bial; Institute of Genetics; Conselho Nacional de Desenvolvimento Científico e Tecnológico; European Commission","keywords":"Biology; Commensalism; Bacteria; Microbiome; Reproduction; Amino acid; Drosophila melanogaster; Host (biology); Zoology; Microbiology; Genetics; Gene","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":[0.0001207657,0.0003124853,0.0001915699,0.0002342339,0.0001893887,0.0003504611,0.0002145532,0.0003105634,0.0008468117],"category_scores_gemma":[0.0001960478,0.000180204,0.0001898301,0.00009749733,0.000397422,0.0002268114,0.0005072315,0.0003112909,0.0002157883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004210177,"about_ca_system_score_gemma":0.0002351851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001656348,"about_ca_topic_score_gemma":0.003564512,"domain_scores_codex":[0.9998479,0.00003731568,0.000009441911,0.00003547167,0.00003222087,0.00003769773],"domain_scores_gemma":[0.9997609,0.00003141369,0.00008680615,0.00001732539,0.00002232849,0.00008130773],"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":[0.000194924,0.00002583612,0.006961602,0.00005357583,0.00001312809,0.00006365783,0.00004157237,0.000169045,0.9865219,0.0003233897,0.0001009235,0.00553043],"study_design_scores_gemma":[0.00003890055,0.0007906891,0.6574709,0.0000520973,0.00005819849,0.0003709122,0.0004804392,0.005099888,0.3289292,0.00104048,0.005611511,0.00005676169],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941433,0.001552076,0.001573336,0.00009745539,0.000009656774,0.000009135502,0.0001863151,0.00003802657,0.002390766],"genre_scores_gemma":[0.9964823,0.0006714765,0.001307541,0.00007431203,0.000005314324,0.00001318126,0.0001153762,0.00001517906,0.001315305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001656348,"threshold_uncertainty_score":0.003293455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02897513517505488,"score_gpt":0.2540440127435842,"score_spread":0.2250688775685294,"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."}}