{"id":"W4404952453","doi":"10.21125/iceri.2024.1578","title":"TORONTO’S MANDARIN, PUNJABI, AND ARABIC-SPEAKING OLDER IMMIGRANTS’ EXPERIENCES OF SOCIAL ISOLATION: FOCUS ON HEALTH","year":2024,"lang":"en","type":"article","venue":"ICERI proceedings","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mandarin Chinese; Arabic; Focus (optics); Immigration; Social isolation; Isolation (microbiology); Linguistics; Sociology; Computer science; Psychology; History","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":[0.0005289455,0.0002990653,0.0003274553,0.0007248244,0.01117898,0.002571718,0.0004895682,0.0005610762,0.00441803],"category_scores_gemma":[0.001401231,0.0002137616,0.0002424359,0.001383349,0.003007533,0.001171136,0.003841922,0.001455154,0.000221857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00978462,"about_ca_system_score_gemma":0.013219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7023353,"about_ca_topic_score_gemma":0.9053919,"domain_scores_codex":[0.9993864,0.0001383978,0.00002144411,0.00003274929,0.00006970375,0.0003512549],"domain_scores_gemma":[0.9989979,0.0001148066,0.0001780111,0.00002115744,0.0001477161,0.0005404611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001701147,0.0001151757,0.2355065,0.0000895412,0.00004056741,0.00126102,0.7450015,0.00002969586,0.0007312616,0.001935701,0.004075318,0.01104363],"study_design_scores_gemma":[0.000004204914,0.0000308265,0.1740334,0.00005624723,0.00001294123,0.0001215157,0.8220322,0.00001307371,0.00004798411,0.00007863576,0.003559472,0.00000940094],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939466,0.000320908,0.00001081308,0.001216615,0.00002474286,0.000004679093,0.00004017025,0.000001117201,0.004434419],"genre_scores_gemma":[0.998015,0.0003672432,0.00001644202,0.000315638,0.000009897755,0.000008528552,0.00003317916,0.000001791458,0.001232159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2976647,"threshold_uncertainty_score":0.5988354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887982549799485,"score_gpt":0.3330658797077399,"score_spread":0.314186054209745,"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."}}