{"id":"W2149974630","doi":"10.1177/0020715207079535","title":"Redefining National Identity: Dutch Evidence on Global Patterns","year":2007,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"National identity; Globalization; Scholarship; Identity (music); Reflexivity; Political economy; Sociology; Political science; Psychological resilience; Gender studies; Social science; Law; Social psychology; Aesthetics; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002973063,0.0001189555,0.0002381456,0.0001880617,0.0002445363,0.00009503932,0.0005940977,0.0001372414,0.0004195198],"category_scores_gemma":[0.001142752,0.0001063312,0.0001677155,0.0001338651,0.0003492468,0.0009457216,0.00003075432,0.0002959383,0.00007485176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009207422,"about_ca_system_score_gemma":0.0005100003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002206976,"about_ca_topic_score_gemma":0.003751657,"domain_scores_codex":[0.9972495,0.0004002333,0.0006402714,0.000155244,0.001337171,0.0002175415],"domain_scores_gemma":[0.9957936,0.0008567052,0.0006712733,0.00005635483,0.002520218,0.0001018698],"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":[0.0003131414,0.0001255888,0.06747185,0.000001661297,0.0001990192,0.00002361829,0.03324165,0.0001177723,0.0003922789,0.8901904,0.00661338,0.001309693],"study_design_scores_gemma":[0.001771576,0.001106471,0.5620088,0.000499338,0.00005821118,0.0001060093,0.0401732,0.0001654336,0.001362196,0.2996269,0.09257098,0.0005508622],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9259361,0.0003165051,0.04189102,0.003392206,0.002972961,0.00009132713,0.00001758593,0.00001816544,0.02536413],"genre_scores_gemma":[0.9960457,0.0001922662,0.0005498257,0.001029378,0.00193341,0.000002008158,0.00001015561,0.000003842469,0.0002333998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5905634,"threshold_uncertainty_score":0.4593447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1239008021020829,"score_gpt":0.4768804061009232,"score_spread":0.3529796039988403,"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."}}