{"id":"W4414797886","doi":"10.1080/07256868.2025.2565758","title":"Multicultural Realities: The Everyday Experiences of Migrant Youth in Melbourne, Toronto and Birmingham","year":2025,"lang":"en","type":"article","venue":"Journal of Intercultural Studies","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Australian Research Council","keywords":"Multiculturalism; Negotiation; Construct (python library); Value (mathematics); Identity (music); Ethnography; Qualitative research; Immigration","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001690349,0.0005715082,0.0008183164,0.001258062,0.01383173,0.004629626,0.001058417,0.001293209,0.003204367],"category_scores_gemma":[0.001985458,0.0005278338,0.0003599277,0.001805606,0.006631331,0.001746284,0.00789517,0.001802296,0.0003219309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01005826,"about_ca_system_score_gemma":0.00650921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5307201,"about_ca_topic_score_gemma":0.7819446,"domain_scores_codex":[0.9983283,0.0007424136,0.00006930441,0.0001391795,0.00017527,0.0005455728],"domain_scores_gemma":[0.9980283,0.0004111181,0.0002799119,0.0000588415,0.0001991604,0.001022599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001519505,0.000007634324,0.007928268,0.00003279224,0.000003291686,0.0005387935,0.9900438,0.000007905621,0.0002315536,0.0001672388,0.0001555583,0.000868023],"study_design_scores_gemma":[8.470006e-7,0.00001788552,0.0116119,0.00003110096,0.000004218143,0.0001165146,0.98673,0.000008366216,0.00003429134,0.00003007456,0.001407891,0.00000685889],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973184,0.0005359225,0.00006692141,0.0003788624,0.00001352285,0.00001189437,0.00004782995,0.000004809706,0.001621771],"genre_scores_gemma":[0.9975111,0.0005854105,0.0001002135,0.0001249191,0.000007799003,0.00001720604,0.00004457602,0.000006986042,0.001601627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4692799,"threshold_uncertainty_score":0.9440871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04126110640991291,"score_gpt":0.3801431116940287,"score_spread":0.3388820052841158,"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."}}