{"id":"W2973091249","doi":"10.14430/arctic68655","title":"Environmental Change and Sustainability of Indigenous Languages in Northern Alaska","year":2019,"lang":"en","type":"article","venue":"ARCTIC","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Porter Family Foundation; Dartmouth College","keywords":"Indigenous; Nexus (standard); Heritage language; Fluency; Sustainability; Arctic; Psychological resilience; Sociology; Environmental resource management; Environmental ethics; Geography; Linguistics; Ecology; Psychology; Engineering; Social psychology","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":[0.0008231947,0.0001207246,0.0001295996,0.0006603842,0.002863529,0.001159628,0.0002548764,0.0002418604,0.00147673],"category_scores_gemma":[0.001300014,0.00006806858,0.0001410987,0.000781795,0.001197946,0.0008030262,0.002047424,0.0003318555,0.0000937417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002019662,"about_ca_system_score_gemma":0.002144603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1535861,"about_ca_topic_score_gemma":0.2971655,"domain_scores_codex":[0.9996415,0.0001386901,0.00002260235,0.00005116421,0.00005516407,0.00009074173],"domain_scores_gemma":[0.9995959,0.0000861127,0.0001062474,0.00002068286,0.00009004967,0.0001008657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001655128,0.0002052089,0.5561576,0.0002002083,0.0000535895,0.00234756,0.3761408,0.0006712537,0.002345464,0.003525306,0.0006236784,0.05756373],"study_design_scores_gemma":[0.000004750834,0.00008212593,0.498746,0.0001355548,0.00003225684,0.0003262617,0.4903859,0.0002150814,0.0003516288,0.00144436,0.008253638,0.00002245727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949008,0.000200683,0.00002038317,0.0001154779,0.000003582026,0.000002610661,0.00001571456,0.000001344574,0.004739478],"genre_scores_gemma":[0.9990821,0.0002359691,0.00004653927,0.00002006786,0.000001495031,0.000003993104,0.00001327016,9.57112e-7,0.0005956289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1535861,"threshold_uncertainty_score":0.3053843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488658696461519,"score_gpt":0.2181354314938357,"score_spread":0.2032488445292205,"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."}}