{"id":"W4402183452","doi":"10.1016/j.tree.2024.05.002","title":"Managing climate-change refugia to prevent extinctions","year":2024,"lang":"en","type":"review","venue":"Trends in Ecology & Evolution","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Canadian Forest Service; Nemzeti Kutatási, Fejlesztési és Innovaciós Alap; Szegedi Tudományegyetem; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; Magyar Tudományos Akadémia; Chicken Farmers of Saskatchewan","keywords":"Climate change; Biodiversity; Environmental resource management; Geography; Extinction (optical mineralogy); Ecology; Resistance (ecology); Environmental planning; Environmental science; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003763686,0.0003811095,0.0007168567,0.0005272254,0.0001440867,0.00003189215,0.0003127843,0.0003852682,0.05480785],"category_scores_gemma":[0.00001942066,0.0003498843,0.0002972256,0.001579794,0.0001055778,0.0001323952,0.0006110994,0.0004351553,0.01868522],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006259764,"about_ca_system_score_gemma":0.00001376863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001233789,"about_ca_topic_score_gemma":0.006688893,"domain_scores_codex":[0.9976563,0.0001687129,0.0005603175,0.0007461032,0.000194725,0.0006737902],"domain_scores_gemma":[0.9992817,0.00003642037,0.0001522489,0.0003901475,0.000005636445,0.0001338578],"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":[0.000005270563,0.0002696978,0.0007680266,0.0009189795,0.00003408259,0.00003283769,0.0001286604,0.000008668963,5.588424e-7,0.002191883,0.02432792,0.9713134],"study_design_scores_gemma":[0.00006927161,0.00007607589,0.01994385,0.0006139353,0.0003584018,0.00004136439,0.00009594402,0.00002909806,7.519921e-8,0.0001308132,0.9783132,0.00032798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004408749,0.9214513,0.00001205576,0.0008868523,0.002484313,0.0008906288,0.0003764638,0.0002823151,0.07317521],"genre_scores_gemma":[0.001361163,0.994409,0.00003157982,0.00009273153,0.0001414757,0.001219056,0.0005014763,0.00004668213,0.002196789],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9709854,"threshold_uncertainty_score":0.9998953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07261592828624758,"score_gpt":0.3553281875276736,"score_spread":0.282712259241426,"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."}}