{"id":"W2002336610","doi":"10.3917/rief.031.0031","title":"Portraits de mineurs isolés étrangers en territoire français : apprendre en situation de vulnérabilité","year":2012,"lang":"fr","type":"article","venue":"La revue internationale de l éducation familiale","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Humanities; Art; Political science; Sociology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005444141,0.0002932967,0.000273406,0.0002125206,0.0004073048,0.00009151796,0.0005528027,0.0005843071,0.0006240541],"category_scores_gemma":[0.003571712,0.0003910698,0.0002291302,0.0004056495,0.0006692944,0.001022422,0.00003751623,0.0005226665,0.0001644105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001776465,"about_ca_system_score_gemma":0.001222293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008276245,"about_ca_topic_score_gemma":0.002929715,"domain_scores_codex":[0.995456,0.002294,0.0006093398,0.0004440749,0.0004241347,0.000772476],"domain_scores_gemma":[0.9947945,0.003904257,0.0002907296,0.0002741116,0.0003683505,0.00036805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001082424,0.0009148864,0.2525712,0.0001896919,0.0001428533,0.00000195217,0.6156091,0.0004940076,0.001197702,0.09535789,0.007299668,0.0262102],"study_design_scores_gemma":[0.0004786137,0.00004517666,0.6633734,0.0002890541,0.000159806,0.0001085147,0.1248282,0.001201807,0.0002711278,0.009319178,0.1993627,0.0005624207],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9059733,0.003033431,0.005168832,0.05088995,0.008558265,0.000432744,0.0001280429,0.0001107372,0.02570469],"genre_scores_gemma":[0.9466559,0.001470625,0.00952033,0.001065989,0.01073091,0.0002648775,0.0003565852,0.00005117582,0.02988362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4907809,"threshold_uncertainty_score":0.9998541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099697001423206,"score_gpt":0.3926545468894678,"score_spread":0.2826848467471472,"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."}}