{"id":"W7045559454","doi":"","title":"Becoming and Belonging?: Lived experiences of naturalization and the implementation of citizenship law in Germany and Canada","year":2025,"lang":"en","type":"article","venue":"Leiden Repository (Leiden University)","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizenship; Naturalization; Discretion; Identity (music); Politics; Perception; Active citizenship; Immigration","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003300538,0.0005245598,0.0008674581,0.001715204,0.0308243,0.009341582,0.002590429,0.001852012,0.002906418],"category_scores_gemma":[0.006640597,0.0005434551,0.0004085702,0.003308491,0.022391,0.003764105,0.007718442,0.004351764,0.0001690163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09527714,"about_ca_system_score_gemma":0.07280259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9793646,"about_ca_topic_score_gemma":0.9907155,"domain_scores_codex":[0.9949531,0.00139447,0.0001419315,0.0004094728,0.0009121385,0.002188848],"domain_scores_gemma":[0.9956077,0.001367136,0.0003940228,0.0001421136,0.0007543117,0.001734637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002188562,0.0000259559,0.003985071,0.00002463467,0.000006322497,0.0002922728,0.9896033,0.00004742113,0.0001828166,0.002444461,0.0008807377,0.002485084],"study_design_scores_gemma":[0.000001364859,0.000009524269,0.00459156,0.00004638579,0.000003993924,0.00004294348,0.9871818,0.00004759152,0.0000835254,0.00008536097,0.007883682,0.00002221359],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865929,0.0006413716,0.0001495896,0.002227335,0.00005106299,0.0000371974,0.0001206894,0.00001323187,0.01016667],"genre_scores_gemma":[0.996424,0.0004074369,0.0001061908,0.0003463554,0.00000493914,0.00001591733,0.00005445008,0.00001267125,0.002627896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09527714,"threshold_uncertainty_score":0.6912873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006177144316903284,"score_gpt":0.2445909124735088,"score_spread":0.2384137681566055,"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."}}