{"id":"W4362700416","doi":"10.1177/00208728231162558","title":"Social workers’ migration to the United Kingdom: Comparing social networks, job and life satisfaction post-migration","year":2023,"lang":"en","type":"article","venue":"International Social Work","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kingdom; Job satisfaction; Social work; Migrant workers; Life satisfaction; Political science; Socioeconomics; Economic growth; Demographic economics; Sociology; Psychology; Social psychology; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008074124,0.0002447342,0.0003135079,0.0008978443,0.001342963,0.001707677,0.0003181609,0.000545671,0.002103632],"category_scores_gemma":[0.003847058,0.0001484092,0.0002670746,0.0009999283,0.0007590175,0.0008102584,0.002158035,0.0007696204,0.0003714526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105882,"about_ca_system_score_gemma":0.0008000759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07274251,"about_ca_topic_score_gemma":0.1165233,"domain_scores_codex":[0.9992093,0.0002990231,0.00006346842,0.00006013122,0.00009041749,0.0002776764],"domain_scores_gemma":[0.9972239,0.0004176833,0.001042212,0.0000808663,0.0005120289,0.0007233567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002114102,0.00009088286,0.9537933,0.00004957944,0.00004486593,0.0003671469,0.03763759,0.00003606396,0.0003625905,0.00008324957,0.0003534825,0.006969872],"study_design_scores_gemma":[0.000002862536,0.0000937434,0.9177067,0.00003536974,0.000008690572,0.00008311385,0.0813264,0.00002008689,0.00003304005,0.00001200138,0.000671976,0.000006049075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993361,0.0001035325,0.000008981422,0.0000653009,0.0000059831,0.000002927382,0.00003245535,4.030641e-7,0.0004443761],"genre_scores_gemma":[0.9994826,0.00009524385,0.00001290567,0.0000346102,0.000002996368,0.000006171528,0.00005992736,7.912681e-7,0.0003047849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07274251,"threshold_uncertainty_score":0.1446382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04977555322266349,"score_gpt":0.3391757863021013,"score_spread":0.2894002330794379,"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."}}