{"id":"W4401215192","doi":"10.1007/s10905-024-09858-7","title":"Diamesa mendotae (Diptera: Chironomidae) Demonstrate Predictable Behavior Patterns Associated with Aging and Mortality","year":2024,"lang":"en","type":"article","venue":"Journal of Insect Behavior","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Animal ecology; Chironomidae; Biology; Entomology; Ecology; Zoology; Larva","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":[0.00005486766,0.0002970092,0.0001620308,0.0007473258,0.0002910033,0.0001675442,0.0001694909,0.0002048484,0.001069222],"category_scores_gemma":[0.0001965952,0.0001377986,0.0001058672,0.0001969304,0.0001625148,0.0001471798,0.0002521605,0.0002402616,0.0002248413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002117753,"about_ca_system_score_gemma":0.00008309721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002178778,"about_ca_topic_score_gemma":0.006219621,"domain_scores_codex":[0.9999572,0.000004286841,0.000003190316,0.0000193884,0.000008378376,0.000007576063],"domain_scores_gemma":[0.9998487,0.0000183575,0.00006562541,0.00001262317,0.0000153459,0.0000392806],"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":[0.0002469375,0.0001116262,0.06279124,0.00006961346,0.00002028945,0.0002937714,0.0002235398,0.0001313141,0.9198694,0.0002210875,0.0002253666,0.01579586],"study_design_scores_gemma":[0.00001402923,0.0002046961,0.9827481,0.000007109625,0.00001893589,0.0009172885,0.0001635267,0.0004258449,0.01388599,0.0001491102,0.001454043,0.00001127878],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997612,0.0003648828,0.0004186674,0.00002771528,0.000007693504,0.00001178079,0.0002580654,0.00003443547,0.001264806],"genre_scores_gemma":[0.9971638,0.0001088346,0.001100994,0.00004521507,0.000004867819,0.00002457059,0.0002553097,0.000008061276,0.001288272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002178778,"threshold_uncertainty_score":0.004332185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619371481180003,"score_gpt":0.250125616082326,"score_spread":0.2339319012705259,"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."}}