{"id":"W4327625918","doi":"10.14430/arctic76991","title":"Ideas with Histories: Traditional Knowledge Evolves","year":2023,"lang":"en","type":"article","venue":"ARCTIC","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Russian Academy of Sciences; Aarhus Universitet","keywords":"Circumpolar star; Arctic; Traditional knowledge; Sociocultural evolution; Diversity (politics); Environmental ethics; Cultural transmission in animals; Indigenous; Inheritance (genetic algorithm); Climate change; Sociology; Ecology; Geography; Epistemology; Anthropology; Evolutionary biology; Biology","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":[0.0160488,0.0005145214,0.000507927,0.004390892,0.009884106,0.01570638,0.002170527,0.002802299,0.004509313],"category_scores_gemma":[0.02402235,0.0004692178,0.0003947152,0.003398623,0.09267192,0.02504646,0.01002633,0.004338162,0.0005752227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008121877,"about_ca_system_score_gemma":0.006516952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007751842,"about_ca_topic_score_gemma":0.007082925,"domain_scores_codex":[0.9857448,0.01006527,0.0003875493,0.001375486,0.00172974,0.0006972193],"domain_scores_gemma":[0.9764863,0.01593688,0.001470212,0.003047221,0.001718766,0.001340618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002395531,0.00001419219,0.002070116,0.0001277972,0.00001749495,0.0004682932,0.3242581,0.0002129042,0.0001736794,0.6508961,0.001745486,0.01999204],"study_design_scores_gemma":[0.00001392257,0.00003325238,0.001464156,0.0005606277,0.00002350412,0.0006706606,0.1451259,0.0004429648,0.0002669544,0.6703612,0.1809997,0.00003711446],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.244109,0.02471901,0.0870349,0.09566027,0.001473088,0.0001712036,0.000188007,0.0002036657,0.5464408],"genre_scores_gemma":[0.9725143,0.003925648,0.01096633,0.002115371,0.0002824797,0.00006235295,0.00005709455,0.00008162895,0.009994718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0160488,"threshold_uncertainty_score":0.08487523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09424585376326093,"score_gpt":0.3725049501198655,"score_spread":0.2782590963566046,"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."}}