{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002717058,0.0002597375,0.0003306401,0.0002870897,0.008047419,0.0007332972,0.0008476517,0.0009134955,0.0008877059],"category_scores_gemma":[0.000009874755,0.0002224007,0.000198218,0.0003556796,0.0002746472,0.0001923384,0.00003752067,0.001442204,0.0008137207],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005191235,"about_ca_system_score_gemma":0.05381051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6514337,"about_ca_topic_score_gemma":0.9758738,"domain_scores_codex":[0.9968248,0.0003613041,0.0004674237,0.0006683667,0.0008957725,0.000782317],"domain_scores_gemma":[0.9986479,0.0001152679,0.0002021981,0.0005030574,0.0002688228,0.0002628028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[8.279689e-7,0.00006227461,0.00009507735,0.0002274661,0.00004859889,0.00001307626,0.5391979,0.000001692147,2.73701e-7,0.4600336,0.0002027286,0.0001164047],"study_design_scores_gemma":[0.00004092918,0.00001601633,0.00009382825,0.000135376,0.0001322011,0.000002894004,0.004934847,0.000001579994,0.00004452905,0.7743849,0.2198866,0.0003263028],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.398369,0.002048127,0.00003223378,0.0004747185,0.008655838,0.0008932193,0.00001682239,0.0003846916,0.5891253],"genre_scores_gemma":[0.5579791,0.04403492,0.003308576,0.0004552931,0.01188201,0.00002968546,0.0001666828,0.0001201065,0.3820236],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5342631,"threshold_uncertainty_score":0.9999642,"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."}}