{"id":"W2104000397","doi":"10.1073/pnas.1112623109","title":"<i>foraging</i> alters resilience/vulnerability to sleep disruption and starvation in <i>Drosophila</i>","year":2012,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Sleep deprivation; Biology; Mushroom bodies; Sleep (system call); Starvation; Vulnerability (computing); Foraging; Context (archaeology); Genetics; Population; Neuroscience; Cognition; Drosophila melanogaster; Gene; Ecology; Endocrinology; Medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001096386,0.0003261906,0.0002001441,0.0003363,0.0002472333,0.0004060332,0.0003465799,0.0004760212,0.001788073],"category_scores_gemma":[0.0001608156,0.0002160845,0.0003448458,0.0001589089,0.0003806801,0.0001800575,0.0003112155,0.0008558954,0.0003224091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007281951,"about_ca_system_score_gemma":0.0001950667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004804927,"about_ca_topic_score_gemma":0.01043858,"domain_scores_codex":[0.9998779,0.00001849246,0.00001693796,0.00003526906,0.00002158195,0.00002975674],"domain_scores_gemma":[0.9997614,0.00003037901,0.00009239342,0.00001929531,0.00001901186,0.00007755038],"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":[0.0001500164,0.00003076992,0.001108517,0.00002333572,0.00001470702,0.00007217319,0.00003244036,0.00006614918,0.9975902,0.00008519626,0.0000686862,0.0007578586],"study_design_scores_gemma":[0.0001211432,0.001198318,0.2616768,0.00005414913,0.0001352122,0.0009125579,0.0006789754,0.004714945,0.7225199,0.0002950045,0.007594383,0.00009858971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978231,0.0001854566,0.0003345961,0.00008842202,0.00001293124,0.00001297064,0.0006006393,0.00003337514,0.0009085091],"genre_scores_gemma":[0.9958802,0.0001950597,0.000826107,0.0002904786,0.000006356292,0.00003232736,0.0006007724,0.00006680177,0.002101816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004804927,"threshold_uncertainty_score":0.009553969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06259564467324748,"score_gpt":0.3486151451071672,"score_spread":0.2860195004339197,"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."}}