{"id":"W2014436859","doi":"10.3917/mult.049.0040","title":"Transmigrants et diasporas","year":2012,"lang":"en","type":"article","venue":"Multitudes","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Labour, Employment and Social Solidarity","funders":"","keywords":"Sociology; Political science","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":[0.0005678175,0.0001143273,0.0001204161,0.0000410773,0.0002855247,0.00006683163,0.0001707897,0.00007868275,0.0004389247],"category_scores_gemma":[0.0001869679,0.00009727483,0.00007352037,0.00008020942,0.0003048521,0.0005338677,0.00001389776,0.00009172822,0.0002707024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00023277,"about_ca_system_score_gemma":0.0001503642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01315649,"about_ca_topic_score_gemma":0.01638363,"domain_scores_codex":[0.998674,0.0001877906,0.0001655576,0.0001380245,0.000336249,0.0004984305],"domain_scores_gemma":[0.9993968,0.0001003676,0.00004635743,0.0001382746,0.00008746302,0.000230741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000007043233,0.0002814906,0.3898197,0.0000183398,0.00004482771,0.000001676322,0.5262969,0.00001684934,0.001245421,0.07349786,0.007121949,0.001647947],"study_design_scores_gemma":[0.0002656347,0.000005489074,0.4980888,0.00001057464,0.00001726194,6.621723e-7,0.01808033,0.00001606898,0.0007688914,0.00004484672,0.4825001,0.0002013846],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761405,0.0004656617,0.0003070089,0.00333807,0.0006404481,0.0002967323,0.00001731421,0.0001912608,0.01860303],"genre_scores_gemma":[0.9903127,0.000107248,0.001387608,0.003856536,0.0004370048,0.00001383169,0.00001281459,0.00001272763,0.003859558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5082166,"threshold_uncertainty_score":0.993415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2367812089614074,"score_gpt":0.462912681512186,"score_spread":0.2261314725507786,"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."}}