{"id":"W3166151755","doi":"10.1002/psp.2490","title":"No place like home: Sociocultural drivers of return migration among Israeli academic families","year":2021,"lang":"en","type":"article","venue":"Population Space and Place","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociocultural evolution; Immigration; Sociology; Repatriation; Gender studies; Cultural capital; Human geography; Demographic economics; Political science; Social science; Anthropology; Law; 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":[0.001308799,0.0001921,0.0002184711,0.000919938,0.003939284,0.00254117,0.0007205915,0.0005189929,0.004069536],"category_scores_gemma":[0.00342625,0.0001574421,0.0001513948,0.000821896,0.003146889,0.001287067,0.00235614,0.0008319848,0.0002101889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002074541,"about_ca_system_score_gemma":0.001586559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02875505,"about_ca_topic_score_gemma":0.0394877,"domain_scores_codex":[0.9992443,0.0004069807,0.00002479564,0.00005048102,0.00007448015,0.0001989451],"domain_scores_gemma":[0.9984124,0.0005781056,0.0004199657,0.00005474412,0.0001681784,0.0003665585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008993364,0.0001527288,0.4189278,0.00006114843,0.00003124279,0.001938263,0.5562009,0.00009914613,0.0003010141,0.003737353,0.001359216,0.0171013],"study_design_scores_gemma":[0.000001706591,0.00002294428,0.08027391,0.00006389801,0.000005166839,0.0002270261,0.9169456,0.00004820594,0.00004167383,0.0002620963,0.002098705,0.00000902791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975803,0.0001841975,0.00003402213,0.0005727468,0.000006782858,0.000003199202,0.0000148936,9.682026e-7,0.001602906],"genre_scores_gemma":[0.9995334,0.0001858367,0.00001535407,0.00004135743,0.000003219279,0.000003085654,0.000006696263,9.848695e-7,0.0002100112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02875505,"threshold_uncertainty_score":0.05717534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061559321455058,"score_gpt":0.3404174576439833,"score_spread":0.3198018644294327,"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."}}