{"id":"W2040550968","doi":"10.1016/j.jinsphys.2008.01.011","title":"Short-term hardening effects on survival of acute and chronic cold exposure by Drosophila melanogaster larvae","year":2008,"lang":"en","type":"article","venue":"Journal of Insect Physiology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Center for Research Resources","keywords":"Drosophila melanogaster; Biology; Larva; Term (time); Acute exposure; Toxicology; Genetics; Ecology; Endocrinology; 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":[0.00007004823,0.0001256424,0.0003297859,0.00002211259,0.00007194564,0.000003311369,0.000167131,0.00009190498,0.00008785163],"category_scores_gemma":[0.0000203257,0.00008237465,0.000102892,0.00007759163,0.0002625407,0.00008405048,0.00009407994,0.0002241702,0.00001200536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004642946,"about_ca_system_score_gemma":0.00001004371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003309313,"about_ca_topic_score_gemma":0.000001277674,"domain_scores_codex":[0.9991275,0.00009205534,0.0002706011,0.0001569708,0.0001727895,0.0001800567],"domain_scores_gemma":[0.9994761,0.0001589646,0.0001691603,0.00008721747,0.00001625591,0.00009233515],"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":[0.000127858,0.0001123351,0.00341523,0.00000999184,0.00005466791,0.00002134073,0.00004961729,0.00004902474,0.9950531,0.000009107109,0.0007803429,0.0003174488],"study_design_scores_gemma":[0.0004557013,0.002272654,0.4125939,0.00003140136,0.00002966759,0.00005768828,0.000003582221,0.00002057734,0.5840034,0.0002818891,0.0001450454,0.0001044582],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994797,0.0001118336,0.000008807001,0.00009009738,0.0001028167,0.00006297745,0.00001108692,0.00000488978,0.0001278504],"genre_scores_gemma":[0.9993746,0.0002042234,0.0000791534,0.0001444064,0.000135743,0.000002414288,0.000004564009,0.000006071081,0.0000488484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4110496,"threshold_uncertainty_score":0.3359141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154746086765497,"score_gpt":0.2224226783891755,"score_spread":0.2069480697126258,"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."}}