{"id":"W6906490750","doi":"10.17605/osf.io/hgxz9","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":"OSF Preprints (OSF Preprints)","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":[0.0007118681,0.0002311511,0.0003645371,0.000774991,0.004104221,0.00152274,0.0004588956,0.0003389951,0.001870972],"category_scores_gemma":[0.00147479,0.0002000234,0.0002411185,0.0009752371,0.001241948,0.0005404271,0.001361576,0.000811881,0.0001307757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005884736,"about_ca_system_score_gemma":0.01049048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9581822,"about_ca_topic_score_gemma":0.9845983,"domain_scores_codex":[0.9995988,0.00003950901,0.00001846404,0.000054748,0.0001017075,0.0001866686],"domain_scores_gemma":[0.9989575,0.00006880868,0.0001732231,0.00003200236,0.0002757307,0.0004926719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006202043,0.0001123227,0.9286562,0.00002782994,0.00002571935,0.0001858193,0.05837939,0.00003387186,0.000292193,0.0002450564,0.0009146889,0.01106485],"study_design_scores_gemma":[0.000007178084,0.00006367182,0.8833697,0.00006316518,0.00001742064,0.0001068819,0.1144179,0.0001013682,0.0001019477,0.00006547701,0.001666807,0.00001847302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991564,0.00009663415,0.00001061407,0.00007192782,0.000004864668,0.000006596978,0.000068656,9.188475e-7,0.0005834048],"genre_scores_gemma":[0.9988242,0.0001978209,0.00004501495,0.00007176771,0.000001844718,0.000006391287,0.0001183256,0.000001263941,0.0007334884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04181784,"threshold_uncertainty_score":0.0841282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006921517047465069,"score_gpt":0.2327760889540833,"score_spread":0.2258545719066183,"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."}}