{"id":"W2202484454","doi":"10.25336/p6s32x","title":"The Housing Careers of Older Canadians: An Investigation Using Cycle 16 of the General Social Survey","year":2008,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; University of Alberta","funders":"","keywords":"Housing tenure; General Social Survey; Logistic regression; Demographic economics; Explanatory power; Explanatory model; Survey data collection; Economics; Sociology; Psychology; Social psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007498158,0.00008890005,0.000184991,0.0001153204,0.002317822,0.00001328833,0.0001630479,0.00007202454,0.0000036],"category_scores_gemma":[0.0005617184,0.00006977169,0.0000448525,0.0006582879,0.0009553439,0.0001673349,0.00001945915,0.00007635457,1.575937e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036388,"about_ca_system_score_gemma":0.0006987018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9707303,"about_ca_topic_score_gemma":0.9984872,"domain_scores_codex":[0.9984452,0.0005163992,0.0003285543,0.0001352099,0.0002936972,0.0002809447],"domain_scores_gemma":[0.9991078,0.0001560674,0.0002045956,0.0001262664,0.0003183593,0.00008686582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002208243,0.000002663658,0.9320166,0.000004985707,0.00002688931,4.855791e-7,0.06432708,0.0004543124,0.000004600714,0.001940594,0.000566632,0.0006530067],"study_design_scores_gemma":[0.0001121064,0.000005257162,0.9753715,0.00002072345,0.00001299337,2.634596e-7,0.02320801,0.0002957277,0.000008397668,0.0006883801,0.000192259,0.00008432764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975824,0.0006290377,0.000004768878,0.0004487892,0.0005412893,0.0002205654,0.00003736591,0.000006305403,0.0005294596],"genre_scores_gemma":[0.999474,0.00009627736,0.00003163187,0.000114416,0.0001571262,0.000005703802,0.00001344525,0.000008646018,0.00009875665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04335501,"threshold_uncertainty_score":0.998981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1496003199599874,"score_gpt":0.3545646441975951,"score_spread":0.2049643242376077,"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."}}