{"id":"W4388890081","doi":"10.1002/psp.2738","title":"Trends in solo living among young adults in Canada","year":2023,"lang":"en","type":"article","venue":"Population Space and Place","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University","funders":"University of Toronto","keywords":"Geography; Young adult; Rural area; Socioeconomics; Demography; Gerontology; Medicine; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002899454,0.0001574836,0.0001791579,0.002000957,0.001798327,0.0009738457,0.0005967018,0.0002332061,0.002714428],"category_scores_gemma":[0.0007658048,0.0001053199,0.0003281885,0.003112106,0.0003641422,0.0002856957,0.000614221,0.0004299501,0.0001971939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01247294,"about_ca_system_score_gemma":0.01650724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9910477,"about_ca_topic_score_gemma":0.9959936,"domain_scores_codex":[0.9996816,0.0000123373,0.00001993856,0.00003700395,0.0001334183,0.0001157703],"domain_scores_gemma":[0.9988624,0.00002629367,0.0001570688,0.0000109587,0.0005785701,0.0003647165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005579541,0.00002694801,0.9816984,0.0001171507,0.0000324892,0.0001095186,0.001809815,0.00006730558,0.0002618896,0.0002015426,0.00256211,0.01305706],"study_design_scores_gemma":[0.000001898073,0.00001490637,0.9936458,0.00004869976,0.000009718629,0.00005070526,0.003411023,0.000110005,0.00005651361,0.00001883307,0.002625422,0.00000653093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981897,0.001755153,0.00007683029,0.000681356,0.00003312737,0.00004924647,0.009115982,0.00002094804,0.006370448],"genre_scores_gemma":[0.9941692,0.001214225,0.0001428267,0.0001363743,0.000007526776,0.00002105731,0.002177221,0.000003545838,0.002127948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01247294,"threshold_uncertainty_score":0.09049797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206944328653631,"score_gpt":0.259732821532891,"score_spread":0.2476633782463547,"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."}}