{"id":"W6906538490","doi":"10.17605/osf.io/32jqc","title":"Multicultural Identity, Heritage Language, and Sense of Belonging Among Second-Generation Adults in Canada and the United States","year":2024,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Mainstream; Heritage language; Cultural heritage; Cultural identity; Cultural heritage management; Identity (music); Cultural competence","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":[0.0006576399,0.0002038854,0.0002692413,0.0007030727,0.00436703,0.00149641,0.0004529417,0.0003210084,0.001894298],"category_scores_gemma":[0.001435182,0.0001423114,0.0001956344,0.0007346278,0.001345265,0.0005682411,0.001458214,0.0007268283,0.0001066221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004773944,"about_ca_system_score_gemma":0.009743918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9249901,"about_ca_topic_score_gemma":0.9713356,"domain_scores_codex":[0.9996809,0.00003851882,0.00001438787,0.00004355826,0.00008238266,0.0001403179],"domain_scores_gemma":[0.9990488,0.00007034629,0.0001767406,0.00002887117,0.0002195555,0.0004556782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004297572,0.0001052389,0.9141231,0.00002653768,0.00001961238,0.0001931522,0.07103416,0.00002974404,0.0002338296,0.0003489042,0.0008827614,0.01295998],"study_design_scores_gemma":[0.00000591428,0.0000571215,0.8406076,0.00007150245,0.00001521955,0.0001258804,0.156838,0.0001008552,0.0000908461,0.0001124967,0.001959436,0.00001500655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989486,0.0001144464,0.00001177423,0.00009855859,0.00000511003,0.000006260486,0.00004762493,8.570435e-7,0.0007667454],"genre_scores_gemma":[0.9988964,0.0001859961,0.00004360352,0.0000704464,0.000001790341,0.000005928728,0.00006857428,8.98742e-7,0.0007264034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07500994,"threshold_uncertainty_score":0.1509033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003968304853867,"score_gpt":0.2845235728339419,"score_spread":0.2744838897854032,"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."}}