{"id":"W1529860513","doi":"10.7202/1025253ar","title":"Demographic adversities and Indigenous resilience in Western Alaska","year":2014,"lang":"en","type":"article","venue":"Études/Inuit/Studies","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Subsistence agriculture; Psychological resilience; Geography; Arctic; Population; Resource (disambiguation); Human settlement; Settlement (finance); Socioeconomics; Ethnology; History; Sociology; Demography; Ecology; Archaeology; Psychology; Agriculture","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001761397,0.0003284411,0.001028536,0.0003188826,0.002934177,0.000009004434,0.0002501727,0.000240602,0.00002517952],"category_scores_gemma":[0.0005046023,0.0002713873,0.0000860607,0.0003595814,0.0007784082,0.0001445639,0.0007473648,0.0005617004,0.000118615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228333,"about_ca_system_score_gemma":0.000786994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004355027,"about_ca_topic_score_gemma":0.8963044,"domain_scores_codex":[0.9965653,0.0005932041,0.0006906017,0.0005123997,0.000231657,0.001406875],"domain_scores_gemma":[0.997401,0.001600885,0.0002713163,0.0003253857,0.0002958043,0.000105587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001279588,0.00003261638,0.213508,0.0004107824,0.0001903503,0.00001696918,0.7822136,0.000009012881,0.000002918511,0.003054067,0.0002059403,0.000227835],"study_design_scores_gemma":[0.002569181,0.000244533,0.04143582,0.0002913879,0.00006975046,0.000007256084,0.9522058,0.00001294387,0.000002028709,0.002434278,0.0004137005,0.0003133507],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991712,0.005256417,4.622648e-7,0.0007130342,0.0007018418,0.001010269,0.00001198795,0.0001044759,0.0004894971],"genre_scores_gemma":[0.9892307,0.006736197,0.00008883363,0.002331121,0.0002383573,0.0003006956,0.000002043522,0.00003043157,0.001041617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8919494,"threshold_uncertainty_score":0.9999738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03866348655452138,"score_gpt":0.3615452564670347,"score_spread":0.3228817699125133,"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."}}