{"id":"W4402749274","doi":"10.1080/1088937x.2024.2405742","title":"Vulnerability and adaptation on the icecap’s edge: farming communities in subarctic South Greenland","year":2024,"lang":"en","type":"article","venue":"Polar Geography","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subarctic climate; Vulnerability (computing); Adaptation (eye); Geography; Agriculture; Environmental resource management; Environmental science; Archaeology; Biology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001734005,0.0001105457,0.0001567493,0.0001916357,0.00276217,0.0000201527,0.00009436855,0.00009767981,0.0001283287],"category_scores_gemma":[0.00008830444,0.00007454424,0.00005141288,0.0002592237,0.0001327747,0.00005037948,0.0001076126,0.0008062318,0.00005094733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004836691,"about_ca_system_score_gemma":0.00006210077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02349017,"about_ca_topic_score_gemma":0.08778027,"domain_scores_codex":[0.9982755,0.0007163734,0.0002589473,0.0001457136,0.00008833702,0.0005151167],"domain_scores_gemma":[0.9982522,0.001402574,0.00004598514,0.0002116362,0.00005321093,0.00003442449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002456045,0.00002347748,0.7850766,0.0002177666,0.00003821173,0.000002902145,0.2089017,0.000005149891,0.000001992429,0.002878001,0.0001527915,0.00267689],"study_design_scores_gemma":[0.0003122696,0.0001681334,0.6786271,0.0001962308,0.00003684284,0.000001568744,0.2941867,0.001381808,8.730528e-7,0.003768271,0.02115351,0.0001667006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891797,0.0039939,0.00003600366,0.002362262,0.0004897453,0.0005910455,0.00004071036,0.0000596973,0.003246896],"genre_scores_gemma":[0.9984074,0.0003511024,0.00004072904,0.0008849476,0.0001005446,0.0001357579,0.00001399439,0.00001297719,0.00005254326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1064495,"threshold_uncertainty_score":0.9985361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06210538690830635,"score_gpt":0.3404080050407901,"score_spread":0.2783026181324837,"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."}}