{"id":"W4414472319","doi":"10.64628/aaj.7f4ugkvep","title":"Niger : comment les Touaregs ont trouvé le chemin du dialogue avec l’État","year":2025,"lang":"fr","type":"preprint","venue":"","topic":"African Studies and Geopolitics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Field (mathematics); Context (archaeology); Order (exchange); Class (philosophy); Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006818204,0.0005566205,0.0009160036,0.00006470292,0.001576521,0.0001273488,0.0008459289,0.0005422885,0.001595806],"category_scores_gemma":[0.0001944897,0.0005230283,0.0005086391,0.0003076871,0.00137834,0.0000673611,0.00183002,0.0006612677,0.0001736454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008299751,"about_ca_system_score_gemma":0.0008263458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1325684,"about_ca_topic_score_gemma":0.03621494,"domain_scores_codex":[0.996574,0.0002869903,0.0006917323,0.0007986735,0.0005863881,0.001062242],"domain_scores_gemma":[0.9978777,0.0006729529,0.0002693147,0.0005667688,0.0003066208,0.0003065961],"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":[0.0000105633,0.000341649,0.002628466,0.0001091934,0.0002666595,0.00001146422,0.03424349,0.00004676817,8.681217e-7,0.7336662,0.2133133,0.0153613],"study_design_scores_gemma":[0.000332132,0.00004903372,0.001172154,0.000142662,0.0001242122,6.724278e-7,0.0736384,0.00008752239,0.00006020174,0.01952076,0.9043297,0.0005425956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007540188,0.001985945,0.001448073,0.2109015,0.002913053,0.0006854582,0.0002761978,0.0001274246,0.7741222],"genre_scores_gemma":[0.5666894,0.004654049,0.00125741,0.006367351,0.002011172,0.0001946997,0.00009927896,0.00002772089,0.4186989],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7141455,"threshold_uncertainty_score":0.9997233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449645640179637,"score_gpt":0.2773421258087222,"score_spread":0.2528456694069258,"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."}}