{"id":"W3194326891","doi":"10.17730/1938-3525-80.3.234","title":"A Decade of Indigenous Knowledge Research in the Yukon River Basin: Reflection on “Indigenous Observations of Change in the Lower Yukon River Basin, Alaska”","year":2021,"lang":"en","type":"article","venue":"Human Organization","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icon; Citation; Indigenous; Download; Structural basin; Reflection (computer programming); Prism; Archaeology; Geography; Library science; Physical geography; Computer science; World Wide Web; Geology; Ecology; Paleontology","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":[0.002847726,0.0001821524,0.0003625163,0.0004630133,0.003362899,0.00001379054,0.000412997,0.0003507108,0.0003042946],"category_scores_gemma":[0.0004723382,0.00013631,0.00005105179,0.003238153,0.0001844578,0.000139383,0.0001876224,0.0009331037,0.0001196475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007250613,"about_ca_system_score_gemma":0.0006273928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006727278,"about_ca_topic_score_gemma":0.09060691,"domain_scores_codex":[0.9950717,0.002546934,0.0007281381,0.0003594985,0.0004558505,0.0008378921],"domain_scores_gemma":[0.9967189,0.0008256595,0.0003063327,0.000563601,0.00155269,0.00003284188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003680862,0.001263498,0.2684835,0.0001938494,0.00002310915,0.00002046693,0.7258533,0.00001486966,0.0004812097,0.002338088,0.0009666728,0.0003246931],"study_design_scores_gemma":[0.0007272907,0.0005708897,0.9448751,0.0001922236,0.0000263046,0.000005198001,0.05025946,0.000009367056,0.0003344375,0.0006285737,0.002241393,0.0001297408],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930433,0.0002327915,0.00002018206,0.001199055,0.0003965024,0.002153895,0.00002250374,0.00002257062,0.002909208],"genre_scores_gemma":[0.9973902,0.000359541,0.00004246226,0.001087792,0.0003396611,0.0001834612,0.0001723364,0.00004665452,0.0003779456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6763917,"threshold_uncertainty_score":0.999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2844880589033729,"score_gpt":0.4534021318867503,"score_spread":0.1689140729833775,"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."}}