{"id":"W2020148621","doi":"10.14430/arctic768","title":"Responding to Climate Change in Northern Communities: Impacts and Adaptations","year":2001,"lang":"en","type":"article","venue":"ARCTIC","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Subsistence agriculture; Harbour; Geography; Environmental resource management; Coping (psychology); Environmental planning; Ecology; Environmental science; Psychology; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004749212,0.00006642926,0.0001327573,0.0002414859,0.001947762,0.00000399171,0.00005849137,0.00005410853,0.0001602186],"category_scores_gemma":[0.00009958955,0.000061655,0.00001119164,0.0003035283,0.00001980961,0.00006286382,0.0001636706,0.0002241425,0.0002661734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002070839,"about_ca_system_score_gemma":0.00004111388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04789032,"about_ca_topic_score_gemma":0.9050547,"domain_scores_codex":[0.9988238,0.0001903337,0.0001808209,0.00007500315,0.00004293766,0.0006871716],"domain_scores_gemma":[0.9992483,0.0004389857,0.00004381169,0.0001351067,0.00006331228,0.00007054712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003564397,0.00001503389,0.7302824,0.0000384648,0.000004328921,0.000007739717,0.2683173,0.000003863825,0.000005437692,0.0007273538,0.000008860665,0.0005535976],"study_design_scores_gemma":[0.0002996503,0.0001133956,0.8636498,0.0001596843,0.000005245504,0.000003736063,0.1313829,0.00005884973,8.257204e-8,0.0001107785,0.004148153,0.00006763327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885445,0.0001931056,0.000002563716,0.003852673,0.0001723269,0.000585995,0.000007699859,0.00002425113,0.006616948],"genre_scores_gemma":[0.9947609,0.001247454,0.00007432244,0.003438699,0.00008408965,0.0002201808,0.000005431166,0.00001256455,0.0001563596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8571644,"threshold_uncertainty_score":0.9993516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1166096877633921,"score_gpt":0.4154966576651156,"score_spread":0.2988869699017235,"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."}}