{"id":"W565209113","doi":"10.32920/27616212.v1","title":"Beyond Blood: Rethinking Indigenous Identity","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Identity (music); Political science; Sociology; Geography; Biology; Art; Aesthetics; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00550532,0.0002547267,0.0002818763,0.001681531,0.0160736,0.009172617,0.001510473,0.001765126,0.004163041],"category_scores_gemma":[0.007614101,0.0002286446,0.0002783551,0.001278544,0.05305041,0.0117673,0.008768339,0.00557314,0.0004537738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01027291,"about_ca_system_score_gemma":0.01220454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.134409,"about_ca_topic_score_gemma":0.2144974,"domain_scores_codex":[0.9969532,0.001455035,0.00005873643,0.0003508291,0.0006195124,0.0005625967],"domain_scores_gemma":[0.9968586,0.001393674,0.0002143337,0.0003965957,0.0006474299,0.0004893064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001217757,0.00001225717,0.00156351,0.00004167079,0.000003197468,0.000132601,0.3161774,0.00004853278,0.000204324,0.6581904,0.004418971,0.01919502],"study_design_scores_gemma":[0.000006494682,0.00003201606,0.003765901,0.0003826212,0.00002475694,0.0001663665,0.3554507,0.0003747201,0.0008300617,0.2625299,0.3764005,0.00003593235],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1696416,0.006634775,0.01333631,0.1061275,0.002687781,0.00003997576,0.00005674439,0.00009411805,0.7013811],"genre_scores_gemma":[0.9397901,0.002891468,0.003304162,0.007079515,0.0004477767,0.00003031402,0.00003393439,0.0001133679,0.04630932],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.134409,"threshold_uncertainty_score":0.2672532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309136704037993,"score_gpt":0.3360665413534333,"score_spread":0.3129751743130534,"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."}}