{"id":"W978187810","doi":"10.1016/j.jinsphys.2015.07.015","title":"Cold tolerance of the montane Sierra leaf beetle, Chrysomela aeneicollis","year":2015,"lang":"en","type":"article","venue":"Journal of Insect Physiology","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Department of Water Resources; National Science Foundation","keywords":"Overwintering; Biology; Leaf beetle; Hardiness (plants); Ectotherm; Diapause; Ecology; Temperate climate; Population; Cold tolerance; Cold hardening; Larva; Botany; Demography","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":[0.0002370714,0.0001234281,0.0002939346,0.00004211512,0.00006178347,0.00000410892,0.0003491887,0.0002091559,0.00002519368],"category_scores_gemma":[0.00009145821,0.00008061886,0.000208589,0.000108154,0.0001804872,0.000007763824,0.00008720609,0.0002174154,0.000003672413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001850267,"about_ca_system_score_gemma":0.0002102465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001234979,"about_ca_topic_score_gemma":0.00003360385,"domain_scores_codex":[0.9990726,0.0001260387,0.0003693739,0.0001258118,0.0001140717,0.0001921442],"domain_scores_gemma":[0.9989949,0.00001723203,0.0004084629,0.0002361862,0.0002719948,0.00007121365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003893466,0.0001675418,0.004115212,0.000008938647,0.00004651451,0.000007433361,0.00008382981,0.0002742655,0.9902543,0.0000553453,0.004433357,0.000163861],"study_design_scores_gemma":[0.00126046,0.001659932,0.08517642,0.00002059987,0.00004994248,0.0002024917,0.00008400971,0.0000115823,0.9053683,0.0001866801,0.005845035,0.0001344882],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978575,0.0007124264,0.00001435586,0.0001490758,0.0008904539,0.00008612184,0.000008391805,0.000002126141,0.0002795789],"genre_scores_gemma":[0.9983974,0.00009836249,0.0001069928,0.0004267279,0.000507391,0.000004189317,0.000003944702,0.00001087782,0.0004441547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.084886,"threshold_uncertainty_score":0.3287542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758694045329624,"score_gpt":0.2439043551329357,"score_spread":0.2263174146796395,"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."}}