{"id":"W4411041103","doi":"10.1111/nana.13129","title":"Integration Before Multiculturalism","year":2025,"lang":"en","type":"article","venue":"Nations and Nationalism","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Multiculturalism; Sociology; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003239002,0.0003331577,0.0003471983,0.0007385542,0.009666665,0.006832874,0.0004909289,0.002840529,0.007492617],"category_scores_gemma":[0.002908355,0.0001660079,0.00032316,0.0005375732,0.02154521,0.005567071,0.01073133,0.005931159,0.0004876175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00551891,"about_ca_system_score_gemma":0.006535242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008255743,"about_ca_topic_score_gemma":0.008413547,"domain_scores_codex":[0.9957509,0.002395801,0.0001147429,0.0004212148,0.0005492294,0.0007680976],"domain_scores_gemma":[0.9983916,0.0004540783,0.0002111815,0.0002163634,0.0003405189,0.0003862825],"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":[0.00001221692,0.00002886582,0.0005377133,0.0000360208,0.000003810003,0.0001403306,0.02475064,0.00005457491,0.00009873827,0.9593839,0.002995128,0.01195813],"study_design_scores_gemma":[0.0000205121,0.0001186039,0.002523628,0.0005658825,0.00001227419,0.0003601833,0.04373119,0.0002654688,0.000525638,0.5115528,0.4403,0.00002377662],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1092999,0.01599867,0.005363323,0.122618,0.002659807,0.00004591563,0.00002713491,0.0000392541,0.743948],"genre_scores_gemma":[0.9526872,0.002594605,0.001273861,0.01078181,0.0006514185,0.00004965748,0.00001464436,0.00001987164,0.03192693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009666665,"threshold_uncertainty_score":0.0400427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099846303183505,"score_gpt":0.3291307423601738,"score_spread":0.3181322793283388,"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."}}