{"id":"W4303473645","doi":"10.1146/annurev-ento-120120-095233","title":"Molecular Mechanisms of Winter Survival","year":2022,"lang":"en","type":"review","venue":"Annual Review of Entomology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Diapause; Cold stress; Cryoprotectant; Evolutionary biology; Ecology; Stressor; Acclimatization; Gene; Genetics; Cryopreservation; Neuroscience; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003227133,0.0002273026,0.001573009,0.00002829462,0.00001894987,8.539618e-7,0.0006057933,0.0001231984,0.01399225],"category_scores_gemma":[0.0001778599,0.0001517259,0.0006654529,0.0003674234,0.0002211168,0.00002781378,0.0007247173,0.0002219785,0.0001379978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000468004,"about_ca_system_score_gemma":0.00002431843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003600281,"about_ca_topic_score_gemma":0.000001070802,"domain_scores_codex":[0.9980543,0.0003895204,0.0007236734,0.0003417789,0.0002901414,0.0002005712],"domain_scores_gemma":[0.9989023,0.0002039128,0.0004971048,0.000318252,0.00001404054,0.00006437119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003438704,0.0003589413,5.270244e-7,0.0403728,0.0001159835,0.00002339492,0.00001394291,0.000001042733,0.0006577448,0.005142556,0.0015709,0.9517387],"study_design_scores_gemma":[0.00003031985,0.0001979411,0.000001787159,0.005157481,0.0002797893,0.00001482078,0.000005595315,1.886758e-7,0.00009518612,0.003013749,0.9910484,0.0001547175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001023958,0.9934148,0.00008842035,0.00003809644,0.0001103869,0.0003783047,0.0001804306,0.000008207215,0.0057711],"genre_scores_gemma":[0.00008277001,0.9989384,0.0002041739,0.0003402983,0.00000900385,0.00007961778,0.0001845962,0.00001220334,0.0001489799],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9894775,"threshold_uncertainty_score":0.9869091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03553491216318892,"score_gpt":0.3212264921151448,"score_spread":0.2856915799519558,"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."}}