{"id":"W4394009800","doi":"10.1522/rhe.v8i2.1569","title":"Accompagner l’intégration des élèves réfugié.e.s et de leurs parents à l’école : analyse du développement du dispositif AIS-Scolaire","year":2024,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; INT; Sociology; Political science; Philosophy; Computer 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"],"consensus_categories":[],"category_scores_codex":[0.001291088,0.0002751043,0.0002576847,0.0001974737,0.0008779469,0.0007565831,0.0003287754,0.0001439324,0.0005043739],"category_scores_gemma":[0.0002260858,0.0002665609,0.000222285,0.0007667255,0.0004023168,0.001099402,0.00004373426,0.000235012,0.0001718046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532894,"about_ca_system_score_gemma":0.001465054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006974775,"about_ca_topic_score_gemma":0.009620883,"domain_scores_codex":[0.9975639,0.0005163658,0.0004996308,0.0005050966,0.0003254135,0.0005896055],"domain_scores_gemma":[0.9989046,0.000175307,0.0001684009,0.0002440202,0.0001864358,0.0003212549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002810965,0.0009294391,0.1551446,0.0006129948,0.0001838795,0.00003446862,0.607531,0.0007896179,0.0008247495,0.03560781,0.0370276,0.1612857],"study_design_scores_gemma":[0.0002655153,0.0001184267,0.5353746,0.001642411,0.0003109838,0.00009104224,0.2270406,0.00777012,0.001060059,0.004565042,0.22105,0.0007111335],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918636,0.007428293,0.001578956,0.06500757,0.005249977,0.000312629,0.00002320647,0.0001125728,0.001650826],"genre_scores_gemma":[0.9813236,0.01120944,0.0009030768,0.001427078,0.00185143,0.0001430491,0.0001413423,0.00003180171,0.002969205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3804903,"threshold_uncertainty_score":0.9999787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05599834219298414,"score_gpt":0.3674286070660251,"score_spread":0.311430264873041,"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."}}