{"id":"W4404066934","doi":"10.32920/27616215","title":"Indigenous Nationhood: Empowering Grassroots Citizens","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grassroots; Indigenous; Political science; Gender studies; Geography; Ethnology; Sociology; Politics; Law; 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":[0.001804268,0.0002194921,0.0001447759,0.0003222325,0.007558912,0.005571343,0.0005967034,0.002049868,0.01549127],"category_scores_gemma":[0.002315689,0.0001204334,0.0001754477,0.0004699292,0.005000856,0.005738544,0.007256389,0.002720274,0.002067318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344633,"about_ca_system_score_gemma":0.004359111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006351449,"about_ca_topic_score_gemma":0.017529,"domain_scores_codex":[0.9987096,0.0005544342,0.00001516235,0.00007888598,0.000212581,0.0004293661],"domain_scores_gemma":[0.9990356,0.0002588815,0.00004986678,0.00005687068,0.00007087249,0.0005278666],"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":[0.00003671071,0.0002517177,0.002517754,0.0003746175,0.00001080165,0.0008171269,0.3742649,0.00009683437,0.001445236,0.197599,0.2456512,0.1769341],"study_design_scores_gemma":[0.000007145098,0.00004679986,0.001907867,0.0002067985,0.000005827056,0.0001504609,0.1345492,0.00007278103,0.000286086,0.01463807,0.8481202,0.000008903505],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09499642,0.007130504,0.00216843,0.09202954,0.00351082,0.00009619737,0.00006637975,0.0002001326,0.7998015],"genre_scores_gemma":[0.6488692,0.009038482,0.002509199,0.01991411,0.001059528,0.0001534926,0.00009196869,0.0001772655,0.3181868],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01549127,"threshold_uncertainty_score":0.0518235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032686643971081,"score_gpt":0.3436206531037783,"score_spread":0.3232937866640674,"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."}}