{"id":"W4400886068","doi":"10.62191/roape-2024-0018","title":"Memorials and shifting meanings of rural revolts in South Africa: the Mpondo rural revolts and insurgent scholarship","year":2024,"lang":"en","type":"article","venue":"Review of African Political Economy","topic":"South African History and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Rhodes University","keywords":"Scholarship; Political science; Political economy; Development economics; Gender studies; Sociology; Law; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002726665,0.0001847067,0.0006761958,0.00009824563,0.0001716826,0.00006029473,0.0002661592,0.00009990218,0.0001329389],"category_scores_gemma":[0.001767154,0.0001334315,0.0001544644,0.0004715472,0.0009001339,0.0002722323,0.00009609188,0.0003057779,0.000009040591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000151258,"about_ca_system_score_gemma":0.0003196585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009971051,"about_ca_topic_score_gemma":0.0000207124,"domain_scores_codex":[0.9977216,0.000554193,0.0007489479,0.0002374054,0.0002330088,0.0005049108],"domain_scores_gemma":[0.9984823,0.000701475,0.0002067269,0.0002200457,0.00009519923,0.0002942433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001436345,0.00002549803,0.0025469,0.002861881,0.00004377326,0.000004920631,0.05837392,5.501389e-8,0.0000185918,0.9341268,0.0003396823,0.001643641],"study_design_scores_gemma":[0.0008581051,0.0002830091,0.003806015,0.02703477,0.0005627334,0.00002308,0.2497767,0.00001410163,0.00008891217,0.09767878,0.618868,0.001005826],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4003411,0.3702284,0.000005633443,0.01126336,0.0004752046,0.001555983,0.0001054041,0.00009110919,0.2159338],"genre_scores_gemma":[0.9969652,0.002085015,0.0000684949,0.0004216041,0.0002477534,0.00003466894,0.000002175285,0.00001363647,0.0001614688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.836448,"threshold_uncertainty_score":0.5441179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02691855659182065,"score_gpt":0.2879187985414384,"score_spread":0.2610002419496177,"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."}}