{"id":"W4395076563","doi":"10.1080/00083968.2024.2329483","title":"Résilience, inclusivité et enseignement-apprentissage dans les établissements scolaires en Afrique","year":2024,"lang":"fr","type":"article","venue":"Canadian Journal of African Studies / Revue canadienne des études africaines","topic":"African Studies and Geopolitics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003026277,0.0009861295,0.001627077,0.001338239,0.003103006,0.0005890142,0.001569498,0.0003681301,0.0003690747],"category_scores_gemma":[0.002668997,0.0009612187,0.0007392208,0.00370729,0.005354383,0.001068121,0.0003816721,0.001082803,0.00003029646],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007832808,"about_ca_system_score_gemma":0.004907707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1678858,"about_ca_topic_score_gemma":0.9419761,"domain_scores_codex":[0.9926323,0.0010183,0.001782064,0.0009082514,0.0006034332,0.003055599],"domain_scores_gemma":[0.9923793,0.001697869,0.0007487134,0.0005321945,0.001720413,0.002921529],"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":[0.00002226132,0.0001085827,0.003681671,0.00120594,0.002640339,0.004724009,0.6201383,0.0002581042,0.00006744324,0.3212591,0.03022453,0.0156696],"study_design_scores_gemma":[0.0002324515,0.0005440203,0.002082882,0.002189722,0.0006036076,0.000305307,0.4252928,0.00004886719,0.000009417917,0.007066054,0.5609624,0.0006624633],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.588928,0.2676498,0.000362933,0.03364481,0.01038125,0.0009150032,0.001124266,0.00009723227,0.09689675],"genre_scores_gemma":[0.9630507,0.01215378,0.0009949723,0.0003143969,0.002208263,0.00005489586,0.000007486229,0.0001321295,0.02108337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7740902,"threshold_uncertainty_score":0.9992839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02880128912610104,"score_gpt":0.2843483764660631,"score_spread":0.2555470873399621,"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."}}