{"id":"W648477278","doi":"10.14361/9783839410325","title":"Media - Migration - Integration","year":2009,"lang":"en","type":"book","venue":"Medienumbrüche","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Political science; Ethnic group; Order (exchange); Development economics; Business; Law; Economics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001574654,0.00032242,0.000394043,0.0003331864,0.0004904927,0.0002395896,0.0005442232,0.0007318279,0.00114045],"category_scores_gemma":[0.001283042,0.0003427526,0.0002247565,0.0003155484,0.0004103124,0.0006801743,0.00001943503,0.0005332734,0.0006740044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066164,"about_ca_system_score_gemma":0.001954962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001493465,"about_ca_topic_score_gemma":0.1966282,"domain_scores_codex":[0.9966037,0.0002449902,0.0005365553,0.0004920067,0.001726944,0.0003957608],"domain_scores_gemma":[0.9980809,0.000409734,0.0003490621,0.0003175417,0.0006114265,0.0002313347],"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":[0.00001182288,0.00008120773,0.00008150224,0.00001944026,0.00004026064,0.00001226981,0.0308671,0.00000448513,0.00002146568,0.4463939,0.492662,0.02980454],"study_design_scores_gemma":[0.0001681718,0.0000258934,0.001873023,0.0001042822,0.00009158237,8.501942e-7,0.0007365344,0.00001748269,0.00003295371,0.08173087,0.9148532,0.0003651757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005876527,0.0006216196,0.0009248488,0.005086212,0.00165098,0.0006595035,0.00007000809,0.0003206197,0.9900786],"genre_scores_gemma":[0.009993739,0.001201174,0.0008302509,0.0007234262,0.004288053,0.00004923171,0.003061672,0.00005622569,0.9797962],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4221911,"threshold_uncertainty_score":0.9999024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03501682926329266,"score_gpt":0.3065734126332157,"score_spread":0.2715565833699231,"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."}}