{"id":"W4404066505","doi":"10.32920/27616233.v1","title":"Warrior Life: Indigenous Resistance and Resurgence","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Resistance (ecology); Political science; History; Development economics; Economics; Biology","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"],"consensus_categories":[],"category_scores_codex":[0.0006207951,0.0001780401,0.0002654506,0.00005055388,0.001404678,0.0001367259,0.0002509017,0.0002609996,0.0002110745],"category_scores_gemma":[0.0002942192,0.0001493361,0.00008616575,0.0001449292,0.0005049168,0.00003762319,0.0005455033,0.0005393438,0.0001071411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001199973,"about_ca_system_score_gemma":0.0006254599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005555501,"about_ca_topic_score_gemma":0.02357017,"domain_scores_codex":[0.9985726,0.0001326659,0.0001980289,0.0004878154,0.000335256,0.0002736565],"domain_scores_gemma":[0.999433,0.00002320803,0.00007199367,0.0002196322,0.00009050306,0.0001615995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002206388,0.00002322588,0.0001993106,0.0005225005,0.0001402285,0.00005796431,0.716269,0.00000164515,0.000009948049,0.09212985,0.1869897,0.003634619],"study_design_scores_gemma":[0.0000285852,0.000005777055,0.0001582869,0.0001878766,0.00005237234,2.62903e-7,0.03181339,4.355898e-7,0.000002587272,0.05580563,0.9116732,0.0002715409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02000001,0.121071,0.00001740369,0.01366508,0.003571795,0.0005815162,0.00004350547,0.0004456125,0.840604],"genre_scores_gemma":[0.7386665,0.003806468,0.0004914023,0.0003753877,0.0008711025,0.0001051129,0.00000432904,0.00002119196,0.2556585],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7246836,"threshold_uncertainty_score":0.9998953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02469976038997369,"score_gpt":0.3104458269960962,"score_spread":0.2857460666061226,"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."}}