{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008379669,0.0001670249,0.0002175895,0.00004405756,0.00126241,0.000064744,0.0004991616,0.0001306031,0.00003450291],"category_scores_gemma":[0.0001172421,0.0001500648,0.00003348966,0.00003811166,0.0008968635,0.0002973911,0.0003192814,0.0003454734,0.0001290785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001125141,"about_ca_system_score_gemma":0.00002759896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001351909,"about_ca_topic_score_gemma":0.000002943201,"domain_scores_codex":[0.9986591,0.0001806027,0.000172089,0.0005397975,0.00009163172,0.0003567214],"domain_scores_gemma":[0.99913,0.0001031336,0.0001673674,0.0004684392,0.00002732804,0.000103693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009204863,0.000103347,0.01057048,0.00001128926,0.000004541595,0.00001280502,0.00005781895,5.690937e-7,0.9870614,0.00003732731,0.001700297,0.0003480373],"study_design_scores_gemma":[0.0003308708,0.000105506,0.5532851,0.00001210548,0.000004528953,0.00001771563,0.000003526175,0.000009149706,0.4452244,0.0001704595,0.000712389,0.0001242233],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982981,0.00003867108,9.631797e-7,0.0005459957,0.0002993598,0.0002302625,0.00004186231,0.00005884501,0.0004859203],"genre_scores_gemma":[0.9979187,0.00007694323,0.0000227672,0.001548449,0.00008851654,0.00006407292,0.00003022105,0.00001338764,0.0002370059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5427147,"threshold_uncertainty_score":0.9709568,"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."}}