{"id":"W2261535748","doi":"10.4000/hommesmigrations.3375","title":"« Plus de pédagogie, moins de démagogie »","year":2015,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.002537375,0.0001756767,0.0001927222,0.00008554075,0.0007598964,0.0002235196,0.0003291074,0.0002910984,0.000224189],"category_scores_gemma":[0.001958917,0.0002044266,0.0001267175,0.0005065333,0.001180832,0.0008190058,0.00003224191,0.0002903221,0.0003000528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007966663,"about_ca_system_score_gemma":0.004822535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003178531,"about_ca_topic_score_gemma":0.004683645,"domain_scores_codex":[0.997615,0.0009035309,0.0002986113,0.0002764038,0.0002644971,0.0006419613],"domain_scores_gemma":[0.9978811,0.001025892,0.0001310497,0.0002431352,0.0002964766,0.0004223997],"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":[0.000003631691,0.0002894581,0.008768261,0.00001984481,0.00007399797,0.00000467483,0.4516161,0.0008306456,0.00003256557,0.2186444,0.3012181,0.01849842],"study_design_scores_gemma":[0.000212537,0.00003892786,0.00294444,0.00004376004,0.00005566795,0.00001044115,0.4471296,0.0005674332,0.00001177056,0.01761285,0.5311953,0.0001772473],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4310518,0.1699172,0.007489989,0.3476289,0.00957755,0.0004886159,0.00007981426,0.0002632112,0.03350297],"genre_scores_gemma":[0.8432382,0.009284377,0.01530083,0.003873593,0.008477696,0.0001642969,0.0001610245,0.00003683409,0.1194632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4121864,"threshold_uncertainty_score":0.8554971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3586496757409889,"score_gpt":0.48118901791842,"score_spread":0.1225393421774311,"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."}}