{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002478753,0.0005947151,0.0005629986,0.0006832334,0.0002538856,0.0009197061,0.0005662912,0.0005904112,0.002906871],"category_scores_gemma":[0.0001978936,0.0001249934,0.0003531203,0.0005161384,0.0003520929,0.00086403,0.0004823446,0.0008383484,0.001395935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004998696,"about_ca_system_score_gemma":0.0005762132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006566494,"about_ca_topic_score_gemma":0.0007534333,"domain_scores_codex":[0.9999114,0.00001074251,0.00000961249,0.00002490438,0.00002406465,0.00001923647],"domain_scores_gemma":[0.9999261,0.00001722596,0.00001817158,0.000003835451,0.00002082367,0.00001392105],"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":[0.0002665532,0.0000577917,0.001340296,0.01750092,0.0001737756,0.0004621302,0.0002378792,0.0007684968,0.06419852,0.01512327,0.01940805,0.8804624],"study_design_scores_gemma":[0.00001757826,0.0002097752,0.01191804,0.002572371,0.0001919425,0.001592311,0.0001962108,0.000204419,0.01131984,0.006712641,0.9650236,0.00004115804],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002111129,0.9935564,0.0005618207,0.0003969683,0.0002015127,0.000007404401,0.000131202,0.0000358085,0.002997673],"genre_scores_gemma":[0.01516819,0.9817203,0.0003659118,0.000196503,0.0002052749,0.00001536901,0.00023396,0.000006085215,0.002088405],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002906871,"threshold_uncertainty_score":0.009724438,"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."}}