{"id":"W4408878424","doi":"10.1038/s43247-025-02204-5","title":"Author Correction: A transdisciplinary, comparative analysis reveals key risks from Arctic permafrost thaw","year":2025,"lang":"en","type":"article","venue":"Communications Earth & Environment","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Université du Québec à Montréal","funders":"","keywords":"Permafrost; Arctic; Key (lock); The arctic; Environmental science; Physical geography; Earth science; Geography; Geology; Computer science; Oceanography","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":[0.0002826436,0.0002210813,0.000387436,0.0002139141,0.0008108524,0.0001003284,0.0007538839,0.00009854988,0.01574322],"category_scores_gemma":[0.00001074483,0.000209115,0.0002131173,0.0006236967,0.0003602185,0.0001606478,0.0001211529,0.0002953193,0.0007753275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001941004,"about_ca_system_score_gemma":0.00002718019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007080844,"about_ca_topic_score_gemma":0.06701362,"domain_scores_codex":[0.9983122,0.0003746422,0.0004106387,0.0003936163,0.0002253798,0.0002835467],"domain_scores_gemma":[0.9973485,0.0005825185,0.0001237496,0.001785095,0.00002252862,0.000137544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004008022,0.0001406214,0.9820951,0.000007353188,0.0004101275,0.00000203256,0.007065337,0.005614289,0.0001580239,0.00006070258,0.002209806,0.002196567],"study_design_scores_gemma":[0.0002160278,0.00004796906,0.9241385,0.00003429174,0.0005386067,0.000001489219,0.002727401,0.0269771,0.00003407275,0.0003228515,0.04475762,0.0002041083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.911319,0.01124811,0.002365278,0.01035415,0.0007593373,0.000988404,0.0179255,0.0001193827,0.04492084],"genre_scores_gemma":[0.9785829,0.001816664,0.001064546,0.0003082269,0.00004168879,0.00002473365,0.01473029,0.000003691991,0.003427302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06726386,"threshold_uncertainty_score":0.9995311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104218244200019,"score_gpt":0.3273998445264733,"score_spread":0.2169780201064714,"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."}}