{"id":"W6922171961","doi":"10.11586/2023049","title":"Learning from Canada? Useful Insights for Germany’s Integration Policy","year":2023,"lang":"en","type":"article","venue":"Bertelsmann Stiftung","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Viewpoints; Multiculturalism; Diversity (politics); General partnership; Immigration; Civil society; Politics","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":[0.005341272,0.0007160208,0.0006454539,0.002011159,0.03271325,0.01896798,0.002126715,0.006486945,0.00984775],"category_scores_gemma":[0.006307415,0.0002614998,0.0005469467,0.00379967,0.01327869,0.007707644,0.006091516,0.00784497,0.0005613624],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.180807,"about_ca_system_score_gemma":0.3029017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9836743,"about_ca_topic_score_gemma":0.9895043,"domain_scores_codex":[0.9929575,0.001480187,0.0001120754,0.0003500156,0.0009068141,0.00419345],"domain_scores_gemma":[0.995337,0.0009880409,0.0001697024,0.00008273443,0.001025057,0.002397478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005210331,0.0000620564,0.003319495,0.0002590032,0.00002464498,0.001239692,0.06187885,0.0007627032,0.000292889,0.7422189,0.1523514,0.03753833],"study_design_scores_gemma":[0.00001555683,0.00001902754,0.00512804,0.001308014,0.00003034506,0.0001840785,0.2793017,0.0007252567,0.0003226078,0.04814496,0.6646935,0.000126863],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06530537,0.02082958,0.001313625,0.7339283,0.002082001,0.00007503739,0.000518604,0.00005934265,0.1758882],"genre_scores_gemma":[0.8109526,0.02329798,0.002999131,0.1097386,0.0004540939,0.00009033646,0.0003727522,0.00009727319,0.05199739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.180807,"threshold_uncertainty_score":0.9501477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0442386136887773,"score_gpt":0.3165941471376716,"score_spread":0.2723555334488943,"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."}}