{"id":"W2052333831","doi":"10.1111/j.1754-9469.2009.01036.x","title":"Special Feature Article","year":2009,"lang":"en","type":"article","venue":"Studies in Ethnicity and Nationalism","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Citizenship; Multiculturalism; Gender studies; Politics; Honour; Immigration; National identity; Sociology; The Imaginary; Negotiation; Face (sociological concept); Identity (music); Political science; Media studies; Law; Social science; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005220265,0.00005372146,0.00008852914,0.0000559631,0.0003569118,0.00002137794,0.00005244496,0.00006917938,0.0000615046],"category_scores_gemma":[0.000684308,0.00004701564,0.00002134667,0.0002227677,0.0002069285,0.0002154666,0.000009299499,0.0001070254,0.00000581626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007986486,"about_ca_system_score_gemma":0.00003816989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001352746,"about_ca_topic_score_gemma":0.01499422,"domain_scores_codex":[0.9993159,0.00009959692,0.0001080021,0.0001179251,0.0002417891,0.0001167757],"domain_scores_gemma":[0.9996382,0.000107097,0.00003384459,0.00003916834,0.0001533121,0.00002838173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001482152,0.00005153454,0.001061419,0.000003493246,0.00001065028,0.000001623396,0.1029105,0.00000691065,0.00009815965,0.82032,0.06279698,0.01272396],"study_design_scores_gemma":[0.0005424045,0.00007326021,0.1883169,0.00004380835,0.00001152273,0.000001266657,0.0202032,0.00007202453,0.0002569474,0.2668294,0.5234332,0.000216056],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8431321,0.004286916,0.00004964671,0.03226461,0.001126091,0.0002674326,0.00000799059,0.00005256664,0.1188126],"genre_scores_gemma":[0.9878374,0.00319823,0.0002460679,0.001264367,0.003167447,0.00000568544,0.000005413935,0.000001844783,0.004273545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5534905,"threshold_uncertainty_score":0.836713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05183863834777729,"score_gpt":0.3899351963527976,"score_spread":0.3380965580050203,"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."}}