{"id":"W4399772101","doi":"10.36315/2024inpact071","title":"Co-living as a choice for independent retired women: Hope for social transformation","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Transformation (genetics); Gerontology; Medicine; Biology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.008356027,0.000578386,0.0007098371,0.001418868,0.02266929,0.01051391,0.001930533,0.003298581,0.009325895],"category_scores_gemma":[0.01253631,0.0003490008,0.0006886602,0.001112567,0.01358497,0.00653711,0.01285936,0.005585601,0.001085108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00424119,"about_ca_system_score_gemma":0.01004602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100279,"about_ca_topic_score_gemma":0.02641422,"domain_scores_codex":[0.992237,0.004566635,0.0001070826,0.0003419336,0.0006784977,0.002068931],"domain_scores_gemma":[0.9893938,0.002183353,0.0008282795,0.0004738905,0.0012098,0.005910865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006418799,0.0006595613,0.01442868,0.0002330388,0.00002328549,0.001828646,0.8741448,0.00004176984,0.0005259629,0.01732023,0.02105204,0.06967778],"study_design_scores_gemma":[0.00001704342,0.0001316852,0.004773618,0.0001274775,0.00000715239,0.0002529372,0.9372597,0.00004955439,0.0001010215,0.002222475,0.05502851,0.00002877522],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8371241,0.003002229,0.001627603,0.1074188,0.001216898,0.0003299951,0.0000893776,0.00006826063,0.04912277],"genre_scores_gemma":[0.9756478,0.001212281,0.001010499,0.006785603,0.0002114562,0.0001975194,0.00004892842,0.00003513574,0.01485081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02266929,"threshold_uncertainty_score":0.04419136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1886707253033023,"score_gpt":0.4265159637582313,"score_spread":0.2378452384549289,"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."}}