{"id":"W3032473971","doi":"10.1007/s10522-020-09880-0","title":"Development of fly tolerance to consuming a high-protein diet requires physiological, metabolic and transcriptional changes","year":2020,"lang":"en","type":"article","venue":"Biogerontology","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Education and Science of Ukraine","keywords":"Biology; Transcriptome; Vitellogenin; Adaptation (eye); Carbohydrate; Glycogen; Biochemistry; Gene; Gene expression","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":[0.00007598689,0.0002792943,0.0001559247,0.0002129714,0.0001853786,0.0003730438,0.0001602282,0.0002724212,0.00150751],"category_scores_gemma":[0.0001213797,0.0001485548,0.0001781802,0.00009995366,0.0002273525,0.0002426503,0.0002427412,0.0004800338,0.0002083816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004837644,"about_ca_system_score_gemma":0.0002347557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00175498,"about_ca_topic_score_gemma":0.005115615,"domain_scores_codex":[0.9999241,0.000008340311,0.000004514613,0.0000234983,0.00001706158,0.0000224836],"domain_scores_gemma":[0.9998679,0.00001541084,0.00003002777,0.00001142631,0.00002592434,0.00004930835],"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":[0.0001239228,0.00001208815,0.001204176,0.00001232456,0.000004278531,0.00003908137,0.00001385119,0.00002102702,0.997506,0.00007811866,0.00002187738,0.0009633014],"study_design_scores_gemma":[0.00001652127,0.0003780401,0.3504355,0.00001343429,0.00002857627,0.0002944782,0.0002422658,0.001113819,0.645596,0.0001530607,0.001717592,0.00001066587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962173,0.0005857757,0.001104866,0.0001298981,0.00001128336,0.00001066492,0.0002851591,0.00003108728,0.001623889],"genre_scores_gemma":[0.9940941,0.0002607833,0.0009378158,0.00008459041,0.000005945997,0.00002579854,0.0005064889,0.00001963346,0.004064854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00175498,"threshold_uncertainty_score":0.005043149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06718096771778793,"score_gpt":0.2434352777381105,"score_spread":0.1762543100203226,"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."}}