{"id":"W1593972357","doi":"10.1002/9781444351071.wbeghm345","title":"Letters of immigrants","year":2013,"lang":"en","type":"other","venue":"The Encyclopedia of Global Human Migration","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; The Internet; Mass migration; Genealogy; Phenomenon; Class (philosophy); Gender studies; History; Sociology; Geography; Political science; Law; World Wide Web; Computer science","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":[0.0004434544,0.0002024862,0.0003135587,0.0001013668,0.0001821546,0.00003395128,0.0006005563,0.0002065878,0.00153762],"category_scores_gemma":[0.00008273808,0.0001716511,0.000164913,0.0003840039,0.0006287704,0.0001964695,0.00002663638,0.0001007883,0.0001078618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000134125,"about_ca_system_score_gemma":0.0001801276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1535623,"about_ca_topic_score_gemma":0.4480217,"domain_scores_codex":[0.9979732,0.0002428424,0.0004681122,0.0002291028,0.0008677146,0.0002190339],"domain_scores_gemma":[0.9987215,0.00005707391,0.0006725767,0.0003250876,0.0001636875,0.00006006805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006167978,0.0001087428,0.01486669,0.00006238914,0.00008994166,5.460863e-7,0.003726354,0.000009401245,0.0001352405,0.2117033,0.7684543,0.000836874],"study_design_scores_gemma":[0.0004281375,0.00005499187,0.1251652,0.0002201654,0.000241186,3.491035e-7,0.001850808,0.000006076892,0.00003879419,0.008815371,0.8626937,0.0004852728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1158778,0.0007515211,0.0002380512,0.001182906,0.0006125056,0.0009422544,0.0002371148,0.0001065967,0.8800512],"genre_scores_gemma":[0.5399066,0.003486463,0.0005048253,0.0002176761,0.001570561,0.00007822699,0.0003783026,0.0001743678,0.453683],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4263683,"threshold_uncertainty_score":0.9993751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01250318386264574,"score_gpt":0.2923935029415096,"score_spread":0.2798903190788638,"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."}}