{"id":"W2167612311","doi":"10.25336/p63k7f","title":"Immigrants’ Transition to Homeownership, 1991 to 2006","year":2013,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Institut national de la recherche scientifique","keywords":"Immigration; Census; Demographic economics; Cohort; Cohort effect; Transition (genetics); Multivariate statistics; Perspective (graphical); Demography; Multivariate analysis; Geography; Sociology; Economics; Population; Medicine; Statistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002671168,0.0001161536,0.0002779382,0.0006722652,0.0001051238,0.00004703495,0.0000958859,0.00006797343,0.0001603146],"category_scores_gemma":[0.000109474,0.0001487763,0.00004084177,0.0003528915,0.00001575785,0.0002126472,0.00001382885,0.00006457729,0.001528002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008106009,"about_ca_system_score_gemma":0.0000108113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4446963,"about_ca_topic_score_gemma":0.6408029,"domain_scores_codex":[0.9989102,0.000009796444,0.0004129132,0.0002868892,0.00001688515,0.0003632956],"domain_scores_gemma":[0.9994875,0.00001900255,0.00005657898,0.0001745067,0.00002532869,0.0002371099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003177995,0.00004661655,0.8145846,0.0001004877,0.0001079195,0.00001269565,0.02090835,0.009134247,0.00001261769,0.03017614,0.06944891,0.0554357],"study_design_scores_gemma":[0.000329274,0.00005112984,0.9373882,0.00005074149,0.000004063418,0.000001538538,0.00149843,0.001256449,0.000002852179,0.01888674,0.04003803,0.0004925857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793878,0.0002704882,0.00009450346,0.004142131,0.0007522132,0.0004463159,0.00006478695,0.00002032144,0.0148215],"genre_scores_gemma":[0.9971025,0.00006084506,0.0004101584,0.001867043,0.0001209152,0.00008346589,0.00004585243,0.00001918675,0.0002900498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1961065,"threshold_uncertainty_score":0.9992494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04861604647219888,"score_gpt":0.2401581986901763,"score_spread":0.1915421522179774,"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."}}