{"id":"W4412918639","doi":"10.1017/s1049096524001124","title":"The Afro-Asiatic Resilience to the Global Color Line: Revisiting Du Bois and Pearson in the Context of BRICS and the Alliance of Sahel States","year":2025,"lang":"en","type":"article","venue":"PS Political Science & Politics","topic":"International Development and Aid","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agricultural Institute of Canada","funders":"","keywords":"Alliance; Context (archaeology); Resilience (materials science); Political science; Line (geometry); Geography; Regional science; Law; Mathematics; Physics; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002991554,0.0004285092,0.000371795,0.001907224,0.007542675,0.007793818,0.0009945049,0.00284939,0.003185772],"category_scores_gemma":[0.003197301,0.0001772602,0.0002321738,0.002469549,0.03114614,0.009543205,0.004579362,0.004622843,0.0002433372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008276501,"about_ca_system_score_gemma":0.005630911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04391466,"about_ca_topic_score_gemma":0.08553448,"domain_scores_codex":[0.9987858,0.0006266059,0.00002033747,0.0001509547,0.000109374,0.0003068254],"domain_scores_gemma":[0.9980363,0.001245691,0.0001771961,0.0000775291,0.000212425,0.0002509785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000138767,0.00001409988,0.001069704,0.0000586474,0.000004266244,0.0003435913,0.08463055,0.0001429756,0.00005886341,0.8961821,0.008191946,0.00928936],"study_design_scores_gemma":[0.00001201868,0.00003384108,0.005983394,0.0008516433,0.00001197716,0.0004382279,0.1875312,0.0004011829,0.0001539064,0.342095,0.4624469,0.00004071127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1421802,0.07820611,0.003376811,0.388133,0.002860664,0.00002828392,0.0000972572,0.0000252849,0.3850924],"genre_scores_gemma":[0.9560148,0.01975152,0.0007103196,0.01553558,0.001195549,0.00002336184,0.00001874818,0.0000325988,0.006717588],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04391466,"threshold_uncertainty_score":0.08731806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186353359613716,"score_gpt":0.3356484716241533,"score_spread":0.3237849380280162,"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."}}