{"id":"W2558376145","doi":"10.7202/1038603ar","title":"La contribution des enseignants à la pertinence de l’éducation de base en Afrique de l’Ouest : le cas du Sénégal","year":2017,"lang":"fr","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"grok","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"opus","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002680406,0.0003970327,0.0003779207,0.001780957,0.00721647,0.004161592,0.0009450646,0.001004553,0.01039035],"category_scores_gemma":[0.008233231,0.0002166004,0.0002607745,0.003004393,0.004026515,0.002537783,0.00662503,0.001778324,0.0006024755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006229788,"about_ca_system_score_gemma":0.01151064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.136263,"about_ca_topic_score_gemma":0.2287151,"domain_scores_codex":[0.9970433,0.001122049,0.0001284529,0.000186717,0.0004679445,0.001051547],"domain_scores_gemma":[0.9948649,0.001356541,0.0008368948,0.0001888566,0.001053486,0.001699259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001656199,0.0001733024,0.3602213,0.0006181902,0.00007632767,0.004088747,0.5076104,0.0002576531,0.001344544,0.03030302,0.003987062,0.09115378],"study_design_scores_gemma":[0.000007508243,0.00009626916,0.2740728,0.0005181837,0.00004008839,0.0008549526,0.6475405,0.0001133669,0.0003148466,0.003056101,0.07334682,0.00003859507],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594412,0.001879874,0.0003930397,0.008558466,0.0001184766,0.00002819103,0.0001120466,0.000007823321,0.02946083],"genre_scores_gemma":[0.9936992,0.001067956,0.0001818932,0.0002960069,0.00002370085,0.00001285426,0.0000429167,0.000005455736,0.004669938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.136263,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4521207510269406,"score_gpt":0.4880140182435726,"score_spread":0.035893267216632,"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."}}