{"id":"W2069509981","doi":"10.1002/psp.523","title":"Is gateway city clustering behind Canada's declining immigrant home‐ownership rates?","year":2009,"lang":"en","type":"article","venue":"Population Space and Place","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Immigration; Relocation; Census; Gateway (web page); Demographic economics; Metropolitan area; Endogeneity; Cluster (spacecraft); Geography; Business; Demography; Economics; Sociology; Econometrics; Population; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004434368,0.00009651593,0.0001238751,0.00004538949,0.0004694076,0.00012189,0.00007054459,0.00008361346,0.0001564002],"category_scores_gemma":[0.0001020967,0.00009423657,0.00002438238,0.0001563913,0.00002387983,0.0001806054,0.000009272646,0.0001058875,0.000003033861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001011094,"about_ca_system_score_gemma":0.0001414748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5736938,"about_ca_topic_score_gemma":0.9836287,"domain_scores_codex":[0.9990575,0.00009963461,0.000165506,0.0001813362,0.0002725259,0.0002234398],"domain_scores_gemma":[0.9995224,0.00008535852,0.0001018872,0.0000912261,0.00005576559,0.0001433234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001336443,0.00004423175,0.8416596,0.00002625786,0.00002761325,0.00001287352,0.1113454,0.003692265,0.0001329283,0.01551429,0.01153475,0.01587618],"study_design_scores_gemma":[0.0008560363,0.00006176162,0.7956857,0.00008284322,0.00003941933,0.000003352197,0.0190992,0.05265202,0.00006218405,0.001315086,0.1294547,0.0006876835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806336,0.0001353862,0.0004708073,0.01644109,0.0001714285,0.0001239043,0.00001316246,0.00004198676,0.001968673],"genre_scores_gemma":[0.99335,0.0001205088,0.0002887165,0.001336842,0.0001157481,0.000001278929,0.00002786625,0.000004836407,0.004754222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4099349,"threshold_uncertainty_score":0.429145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02912741819644504,"score_gpt":0.3078967287116919,"score_spread":0.2787693105152468,"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."}}