{"id":"W2907055972","doi":"10.1111/evo.13674","title":"Comparing individual and population measures of senescence across 10 years in a wild insect population","year":2018,"lang":"en","type":"article","venue":"Evolution","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Horizon 2020; Natural Environment Research Council; Sight Research UK; Leverhulme Trust","keywords":"Senescence; Biology; Population; Phenotype; Ageing; Demography; Genetics; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001887005,0.00004942375,0.00008205537,0.00001398784,0.00008610319,0.000013901,0.00004005576,0.00005868567,0.00001278875],"category_scores_gemma":[0.000026286,0.00002483143,0.00001667704,0.0002142176,0.00004748925,0.0001570899,0.00002812122,0.00004427045,0.000002997369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000345339,"about_ca_system_score_gemma":0.000001638217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007049147,"about_ca_topic_score_gemma":0.005582365,"domain_scores_codex":[0.9994119,0.00004251369,0.0001391981,0.000166406,0.000138147,0.0001017678],"domain_scores_gemma":[0.9998416,0.000008730715,0.00006750123,0.00002644768,0.00003729743,0.00001838328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003142026,0.00001989671,0.900314,0.000002011112,9.170818e-7,1.017827e-7,0.0001864157,0.000005692569,0.07071681,0.00003967112,0.00000701497,0.02867606],"study_design_scores_gemma":[0.00007163946,0.0001126289,0.9987574,0.00001925037,0.000004002964,0.000003761983,0.0001474346,0.0001157443,0.0005230341,0.0001672265,0.00002211665,0.00005574231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999682,0.00007628558,0.000007545309,0.00002811572,0.00007696383,0.00008693291,0.000004347103,0.00002032685,0.0000174803],"genre_scores_gemma":[0.9997439,0.000005534071,0.00003415872,0.000002324594,0.000151994,0.000002038971,0.00004396736,4.59417e-7,0.00001564558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09844343,"threshold_uncertainty_score":0.999563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07926063343854187,"score_gpt":0.274801090518989,"score_spread":0.1955404570804472,"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."}}