{"id":"W3041599522","doi":"10.37870/joqie.v2i2.106","title":"Recrutement, accueil et intégration des étudiants internationaux","year":2011,"lang":"fr","type":"article","venue":"The Journal of Quality in Education","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004605159,0.000100729,0.0001486105,0.0001732681,0.000203586,0.0001002003,0.0002194619,0.00004764571,0.001710474],"category_scores_gemma":[0.0005548612,0.00007555113,0.0000673027,0.00006114582,0.0001669346,0.0009431023,0.00002134459,0.0004961363,0.00003197785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002007248,"about_ca_system_score_gemma":0.0002789602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01033405,"about_ca_topic_score_gemma":0.006627119,"domain_scores_codex":[0.9975883,0.001380566,0.0006522123,0.00006550369,0.0001816011,0.0001318224],"domain_scores_gemma":[0.9985381,0.0002795599,0.0007367032,0.0001328471,0.0002709709,0.00004178544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009776853,0.001077351,0.01110281,0.00009037033,0.00008012953,0.000001467149,0.6238927,0.00002852978,0.00006447498,0.1289814,0.003271349,0.2313117],"study_design_scores_gemma":[0.0006674709,0.0003021031,0.2277476,0.001179079,0.000122194,0.00007469158,0.7097147,0.00004690263,0.0002278782,0.02274835,0.03692971,0.0002393323],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968829,0.007126963,0.0001656877,0.005864687,0.003442459,0.00008596735,0.000004777592,0.000005918191,0.01447451],"genre_scores_gemma":[0.9922459,0.001382752,0.0003575566,0.0007596224,0.0009507365,0.000002753994,0.000006765464,0.00001093682,0.004283001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2310724,"threshold_uncertainty_score":0.9992021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1719059588241443,"score_gpt":0.3925592746633941,"score_spread":0.2206533158392498,"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."}}