{"id":"W2593527467","doi":"10.1080/19336934.2017.1304331","title":"<i>Drosophila</i>development, physiology, behavior, and lifespan are influenced by altered dietary composition","year":2017,"lang":"en","type":"article","venue":"Fly","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Canadian Institutes of Health Research","keywords":"Biology; Drosophila melanogaster; Longevity; Drosophila (subgenus); Larva; Fecundity; Pupa; Zoology; Parabiosis; Physiology; Ecology; Endocrinology; Genetics","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":[0.0001356712,0.0004587717,0.0002121433,0.0004686157,0.0002841729,0.0005436694,0.0002513576,0.0002087529,0.001855527],"category_scores_gemma":[0.0001462546,0.0001447366,0.0001806334,0.0002279181,0.0002872602,0.0003125193,0.0002623256,0.0003316351,0.0004632001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005850343,"about_ca_system_score_gemma":0.00015447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002032461,"about_ca_topic_score_gemma":0.005633299,"domain_scores_codex":[0.9998368,0.00002045034,0.0000249348,0.00004820143,0.00005093912,0.00001866319],"domain_scores_gemma":[0.9998946,0.00001223599,0.00005182133,0.00001119275,0.00001579569,0.00001423564],"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":[0.0002210881,0.00002308854,0.002949741,0.0001215745,0.00001189587,0.00007130582,0.00001458238,0.00005610522,0.9904745,0.0001476978,0.0005205457,0.005387911],"study_design_scores_gemma":[0.00002110978,0.000477101,0.1351605,0.00006194436,0.00005789752,0.0006768018,0.0001131759,0.0006805377,0.8452996,0.000170383,0.01725109,0.00002982626],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698223,0.005650452,0.004360081,0.0004132412,0.0001026893,0.0001066585,0.0112081,0.0003899054,0.007946616],"genre_scores_gemma":[0.9660997,0.004859762,0.01235356,0.0007110773,0.0000387695,0.0002564161,0.008613925,0.0001296138,0.006937176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002032461,"threshold_uncertainty_score":0.006207347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04979190019197419,"score_gpt":0.3195246625497261,"score_spread":0.2697327623577519,"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."}}