{"id":"W2057289396","doi":"10.1111/1468-2435.00254","title":"Family Change and Economic Well‐being in Canada: The Case of Recent Immigrant Families with Children","year":2003,"lang":"en","type":"article","venue":"International Migration","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Immigration; Demographic economics; Context (archaeology); Government (linguistics); Demography; Sociology; Economics; Development economics; Political science; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007232736,0.0001930323,0.0003403938,0.001373055,0.007556018,0.001704742,0.0008036696,0.0005276295,0.002123916],"category_scores_gemma":[0.002219823,0.0001448331,0.0004744656,0.002760174,0.00167528,0.0004623369,0.001505105,0.001110567,0.00008660364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02546393,"about_ca_system_score_gemma":0.02358022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9862974,"about_ca_topic_score_gemma":0.9927272,"domain_scores_codex":[0.9993668,0.00006907823,0.0000175342,0.0000392926,0.0001032505,0.0004039849],"domain_scores_gemma":[0.998421,0.000137143,0.0003527372,0.00004395232,0.0004772602,0.0005679011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008479285,0.00008172417,0.958298,0.00003841742,0.0000463758,0.001305611,0.02776887,0.0001735677,0.0001301429,0.0007793503,0.001124189,0.01016904],"study_design_scores_gemma":[0.00000406345,0.00002749167,0.942214,0.00006762335,0.00001915819,0.0003704355,0.05421665,0.0001094707,0.00005027397,0.0000851544,0.002817229,0.00001853642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965218,0.0006642084,0.00001360437,0.0006552667,0.000009558175,0.000007865423,0.0002293835,9.160264e-7,0.001897559],"genre_scores_gemma":[0.9987655,0.0005534532,0.00002538015,0.00006898749,0.000003892925,0.000004390445,0.00009040836,7.963131e-7,0.0004871843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02546393,"threshold_uncertainty_score":0.1847547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448994099669814,"score_gpt":0.245000193244212,"score_spread":0.2305102522475138,"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."}}