{"id":"W4386365116","doi":"10.2458/jpe.5650","title":"Ethnic minority livelihoods contesting state visions of 'ideal farmers' in Vietnam's northern borderlands","year":2023,"lang":"en","type":"article","venue":"Journal of Political Ecology","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Livelihood; Vietnamese; Subsistence agriculture; Cash; Ethnic group; State (computer science); Cash crop; Politics; Cropping; Natural resource; Business; Political science; Geography; Agriculture; Finance","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002244071,0.0001826219,0.0001907364,0.0003857101,0.007658424,0.004110581,0.0004584661,0.0004951828,0.001839787],"category_scores_gemma":[0.0018899,0.0001716241,0.00005928058,0.0004006105,0.008712295,0.001846877,0.002329204,0.0009734844,0.0000799714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003415813,"about_ca_system_score_gemma":0.003633904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03921292,"about_ca_topic_score_gemma":0.07013351,"domain_scores_codex":[0.9986373,0.0009118672,0.00002143801,0.0000790234,0.00007865514,0.0002717268],"domain_scores_gemma":[0.9991123,0.0003642536,0.0001626896,0.00003139136,0.00007639775,0.000253013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002064059,0.00003028498,0.009934138,0.00002383443,0.000002517493,0.0005970222,0.9717184,0.00005145517,0.0007635404,0.01379412,0.0003522336,0.002711775],"study_design_scores_gemma":[0.00000214005,0.00001488519,0.004366128,0.00002585218,0.000001450451,0.00004941984,0.9894085,0.00007726933,0.00008136695,0.001014101,0.004954919,0.00000395429],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917168,0.00008500741,0.0001325263,0.001334504,0.000008294543,0.00001179719,0.000005423759,0.000001313914,0.006704418],"genre_scores_gemma":[0.9990734,0.00005300919,0.00003988147,0.0001028271,0.000001578723,0.000005789241,0.000002693557,0.00000130356,0.0007195481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03921292,"threshold_uncertainty_score":0.07796931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03491569372903847,"score_gpt":0.356048347541049,"score_spread":0.3211326538120106,"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."}}