{"id":"W192066320","doi":"","title":"The Changing Nature of Migration in the European Union: Social Identity and Cohesion in a Globalized World","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"European Union Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"European union; Citizenship; Political science; Immigration; Political economy; Identity (music); Development economics; Cohesion (chemistry); Member state; Face (sociological concept); Member states; International trade; Sociology; Law; Politics; Economics; Social 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":[0.01171235,0.00005374014,0.00006777735,0.00007462611,0.0005338696,0.00005259985,0.0003268313,0.00003118909,0.00000319319],"category_scores_gemma":[0.0001458143,0.0000342159,0.00003460558,0.0005788999,0.0001278597,0.0002374584,0.00002988467,0.000929043,0.000001412272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001729386,"about_ca_system_score_gemma":0.0002314931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00192799,"about_ca_topic_score_gemma":0.309004,"domain_scores_codex":[0.9968613,0.001987018,0.0001753326,0.00007335634,0.0002504596,0.0006524952],"domain_scores_gemma":[0.9996659,0.00006118328,0.0001707942,0.00005537744,0.0000303888,0.0000164069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002196121,0.0000210823,0.007538961,0.000001251251,0.00000539247,0.000003100114,0.0236237,2.483257e-7,0.00001758186,0.9611715,0.00007785496,0.00751736],"study_design_scores_gemma":[0.0009708002,0.00007609075,0.5902669,0.00007347974,0.00001406683,0.00002413432,0.0450181,0.000007584675,0.00002787915,0.3353951,0.02797912,0.000146756],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223294,0.003041206,0.0001692856,0.005258471,0.0001707044,0.0001489378,0.00000122913,0.000008140342,0.06887268],"genre_scores_gemma":[0.9946036,0.004271403,0.000005008319,0.0001554491,0.0002063899,6.113667e-7,2.400768e-7,0.000004285877,0.0007530054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6257764,"threshold_uncertainty_score":0.7036049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882399537853751,"score_gpt":0.2933972719622474,"score_spread":0.2745732765837098,"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."}}