{"id":"W4407538712","doi":"10.1177/00957984251319746","title":"(Un)availability of Social Provisions and the Framing of Loneliness by Black Older Adults in Canada: A Qualitative Narrative Study","year":2025,"lang":"en","type":"article","venue":"Journal of Black Psychology","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Loneliness; Belongingness; Social isolation; Psychology; Narrative; Qualitative research; Narrative inquiry; Framing (construction); Population; Social psychology; Developmental psychology; Gerontology; Sociology; Medicine; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003319312,0.00008193126,0.0005431873,0.00008288427,0.0001598704,0.000006925876,0.0002246192,0.0000807311,0.00006481275],"category_scores_gemma":[0.00114496,0.00005633946,0.00006113655,0.0003649665,0.0009959697,0.00007499455,0.0000329688,0.0003097059,1.589315e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001450563,"about_ca_system_score_gemma":0.001446152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4470067,"about_ca_topic_score_gemma":0.7743751,"domain_scores_codex":[0.9965632,0.001892693,0.0009097188,0.0001307819,0.0002898604,0.0002137657],"domain_scores_gemma":[0.9974297,0.001397814,0.0006193079,0.00009056218,0.0004056016,0.00005700113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008344891,0.0005992615,0.07699176,0.0001138238,0.00009257581,0.000003882545,0.9090481,0.000002829629,0.000003600406,0.003068404,0.007636096,0.001605173],"study_design_scores_gemma":[0.002729956,0.00009390411,0.3763012,0.00007136763,0.00001662363,2.84209e-7,0.6191204,0.000008998927,0.00000350241,0.001322482,0.00029329,0.00003801832],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683197,0.0002911072,0.00006657845,0.02995356,0.0002606605,0.0004498194,0.00001393345,0.000001074336,0.0006435763],"genre_scores_gemma":[0.9987099,0.00009462357,0.00003516466,0.001038991,0.00004042639,0.000004211576,2.799002e-7,0.000003027112,0.00007335974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3273684,"threshold_uncertainty_score":0.5566757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177907737584183,"score_gpt":0.4217314947746486,"score_spread":0.3999524173988067,"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."}}