{"id":"W4416354460","doi":"10.3390/genealogy9040131","title":"Cherokee Dispossession Through Claimant Self-Declaration: Assessing Cherokee Heritage Claims in the 2020 U.S. Census","year":2025,"lang":"en","type":"article","venue":"Genealogy","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cherokee; Plaintiff; Census; Mainstream; Misrepresentation; Population; Sovereignty","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003102772,0.0001691298,0.0001287287,0.002597914,0.001910213,0.002041191,0.001158466,0.0005915558,0.001748452],"category_scores_gemma":[0.01486002,0.0002106907,0.0002278609,0.002667833,0.001394265,0.002572715,0.003733671,0.00102541,0.0002707921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001939151,"about_ca_system_score_gemma":0.002176066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1460347,"about_ca_topic_score_gemma":0.292452,"domain_scores_codex":[0.9985515,0.0004574573,0.0001574181,0.00009194367,0.0005034546,0.0002383221],"domain_scores_gemma":[0.9911764,0.00207236,0.003254364,0.0004548056,0.002370351,0.0006717243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002985544,0.00006297124,0.9685339,0.0000348709,0.00002001038,0.0001193158,0.0227942,0.0001153304,0.0001135725,0.001444069,0.001072278,0.005659497],"study_design_scores_gemma":[0.000001675641,0.00003098956,0.8801845,0.00006427013,0.00001613268,0.0001411671,0.1135966,0.0005397584,0.0002238854,0.0003734346,0.004813918,0.00001369521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948236,0.0001004425,0.0001233564,0.0005274913,0.000008022051,0.00003059659,0.0006174728,0.000002106587,0.003766878],"genre_scores_gemma":[0.9977959,0.0001859453,0.0002286959,0.00008042862,0.000007625028,0.00005684369,0.0007366671,0.000002928194,0.000904961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1460347,"threshold_uncertainty_score":0.2903693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02963496163207561,"score_gpt":0.355852910909714,"score_spread":0.3262179492776384,"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."}}