{"id":"W2915406538","doi":"10.18162/fp.2019.442","title":"La formation initiale et continue au Bénin : entre professionnalisation et déprofessionnalisation","year":2019,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01854764,0.0004476029,0.0004560608,0.0003614753,0.001219505,0.0002073781,0.0003797338,0.001040518,0.001424358],"category_scores_gemma":[0.00132515,0.000433513,0.0002009986,0.0007839084,0.0005189842,0.009559412,0.0001398964,0.001213767,0.001016191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009209358,"about_ca_system_score_gemma":0.001950351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004434139,"about_ca_topic_score_gemma":0.0006410469,"domain_scores_codex":[0.9805204,0.0158539,0.001309385,0.0005076017,0.001085293,0.0007234646],"domain_scores_gemma":[0.9945687,0.0024885,0.001546597,0.0003910293,0.0007842467,0.0002209129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006579253,0.0003906948,0.004497971,0.0006840409,0.00003071795,7.218529e-7,0.572455,0.000130668,0.0006364245,0.39653,0.01016024,0.01441769],"study_design_scores_gemma":[0.002324743,0.0001908279,0.02590318,0.004426971,0.00008885501,0.00001953042,0.7224478,0.003377334,0.0007134907,0.01816063,0.2215302,0.0008165361],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7461905,0.0004190542,0.01292745,0.1287296,0.01608566,0.002554206,0.00008866355,0.000278362,0.09272642],"genre_scores_gemma":[0.9719892,0.0009071797,0.001939669,0.003717989,0.001315157,0.0002928718,0.002790832,0.00005499196,0.01699212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3783694,"threshold_uncertainty_score":0.9998116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1711882460947934,"score_gpt":0.4783309540672671,"score_spread":0.3071427079724737,"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."}}