{"id":"W2609770917","doi":"10.7202/1034517ar","title":"La formation des immigrants en France : bref rappel historique","year":2016,"lang":"fr","type":"article","venue":"International Review of Community Development","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.002648095,0.0002058621,0.0003143261,0.00008283625,0.0003510216,0.00002724814,0.0008764048,0.0001383474,0.0008374899],"category_scores_gemma":[0.001244342,0.0001608376,0.0001373322,0.0001396535,0.0007848524,0.0008324649,0.0001665364,0.0002675579,0.0001732124],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004305605,"about_ca_system_score_gemma":0.0008652947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003319969,"about_ca_topic_score_gemma":0.003143262,"domain_scores_codex":[0.9959968,0.002029106,0.0008823349,0.0001098312,0.0007185205,0.0002634076],"domain_scores_gemma":[0.9972996,0.0008023612,0.0004894856,0.0002786074,0.001015324,0.0001146952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009494071,0.0003920904,0.003104365,0.004215605,0.0002004772,0.000001759404,0.1629123,0.000001282246,0.0002392486,0.0408267,0.02972337,0.7583733],"study_design_scores_gemma":[0.0002673705,0.00001209004,0.07491849,0.01257362,0.0000191464,0.000009870419,0.002497673,0.000003105929,0.0007446648,0.000439941,0.9083191,0.000194906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6839522,0.1117185,0.009997313,0.1514056,0.004000731,0.001341758,0.000193262,0.0001041081,0.03728651],"genre_scores_gemma":[0.7044103,0.1949629,0.005347412,0.00705848,0.0002590298,0.00008537222,0.0001143849,0.00002733212,0.08773479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8785958,"threshold_uncertainty_score":0.9995167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1230312211100406,"score_gpt":0.4109306790438558,"score_spread":0.2878994579338152,"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."}}