{"id":"W3170236841","doi":"10.14430/arctic72667","title":"How Reindeer Herders Cope with Harsh Winter Conditions in Northern Finland: Insights from an Interview Study","year":2021,"lang":"en","type":"article","venue":"ARCTIC","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lapin Yliopisto; Oulun Yliopisto; University at Albany; University of Notre Dame; National Science Foundation","keywords":"Herding; Extreme weather; Geography; Climate change; Extreme Cold; Clothing; Preparedness; Socioeconomics; Cold climate; Environmental protection; Environmental resource management; Ecology; Environmental science; Meteorology; Political science; Climatology; Forestry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004352221,0.0005935418,0.0006521195,0.001088617,0.005899802,0.002657342,0.0009320186,0.001755073,0.001554686],"category_scores_gemma":[0.004447286,0.0006771297,0.0003977912,0.001096227,0.003013668,0.00288689,0.003017023,0.001985273,0.0001910466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00328423,"about_ca_system_score_gemma":0.002185559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0358367,"about_ca_topic_score_gemma":0.08979712,"domain_scores_codex":[0.9981963,0.0009901599,0.0000891168,0.0001623617,0.0001120567,0.0004499954],"domain_scores_gemma":[0.9971151,0.001898472,0.0003647241,0.00007360964,0.0001992508,0.000348884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001878079,0.00002366136,0.009680188,0.00005003543,0.000005116723,0.0006729348,0.9874409,0.00002514817,0.0005432611,0.0001134482,0.0001292859,0.001297302],"study_design_scores_gemma":[0.000001505634,0.00002848694,0.009335182,0.00006359604,0.000004885602,0.00009574038,0.9886623,0.00004891909,0.00005802491,0.00003708943,0.001657171,0.000007015055],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981159,0.0003127456,0.0001374766,0.000318055,0.000008515759,0.00002585107,0.00004490296,0.00000164569,0.001034844],"genre_scores_gemma":[0.9970416,0.0006803179,0.0003798573,0.0003498268,0.00001172048,0.00009920412,0.0001151337,0.000005176597,0.001317038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0358367,"threshold_uncertainty_score":0.07125622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04591455136237707,"score_gpt":0.3532527426428341,"score_spread":0.307338191280457,"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."}}