{"id":"W3167006528","doi":"10.1080/23748834.2021.1919976","title":"A narrative-based exploration of aging, precariousness and housing instability among low-income older adults in Canada","year":2021,"lang":"en","type":"article","venue":"Cities & Health","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; York University; Ontario College of Art and Design","funders":"","keywords":"Narrative; Participant observation; Focus group; Lived experience; Aging in place; Psychology; Sociology; Displacement (psychology); Qualitative research; Political science; Gender studies; Gerontology; Medicine; Social science","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":[0.002155317,0.0004880255,0.000488544,0.002245354,0.02387614,0.005893155,0.001690944,0.0008975224,0.003600851],"category_scores_gemma":[0.003985549,0.0002968648,0.0002921289,0.004118659,0.008515798,0.002182638,0.005100946,0.002059767,0.000153035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06771748,"about_ca_system_score_gemma":0.07780065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9707035,"about_ca_topic_score_gemma":0.9911332,"domain_scores_codex":[0.9985146,0.0005054623,0.0000628621,0.0001288979,0.0002815154,0.0005066679],"domain_scores_gemma":[0.9969086,0.0009815389,0.0002457612,0.00007871317,0.000700211,0.001085134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000267749,0.00001973983,0.0069436,0.0000917893,0.000005239885,0.0008813896,0.9823826,0.00007605371,0.0002239925,0.002702462,0.002410352,0.004236051],"study_design_scores_gemma":[0.000002300816,0.0000092376,0.005729801,0.0001306541,0.000005067308,0.0001153427,0.9727926,0.0000930387,0.0000642415,0.0002616319,0.02078133,0.0000147759],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738535,0.001956888,0.0006980309,0.005508141,0.0001057927,0.000162497,0.0008002383,0.00001485042,0.01690016],"genre_scores_gemma":[0.9933829,0.00162766,0.0005316006,0.0005425369,0.0000139945,0.00006893111,0.0001795255,0.0000120652,0.00364087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06771748,"threshold_uncertainty_score":0.491327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143366251293201,"score_gpt":0.2247344535761918,"score_spread":0.2033007910632598,"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."}}