{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000429273,0.00009802299,0.0001628352,0.0000692511,0.0004764972,0.00005573188,0.00008578361,0.0001450444,0.0001410248],"category_scores_gemma":[0.0005342808,0.00009440874,0.00004488594,0.000370615,0.0002447806,0.0004325869,0.00004294755,0.0002024503,0.00002232798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029117,"about_ca_system_score_gemma":0.0001383396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006241246,"about_ca_topic_score_gemma":0.01250491,"domain_scores_codex":[0.9986199,0.0002815204,0.0001880678,0.0002156703,0.0004754838,0.0002194162],"domain_scores_gemma":[0.9990293,0.0002693149,0.0001351609,0.0001011029,0.0003626446,0.0001024111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001451187,0.0000137438,0.9343467,0.00003413851,0.00002330669,8.792715e-7,0.04344112,0.00005569419,0.000435509,0.001913647,0.01945479,0.0002660032],"study_design_scores_gemma":[0.000266321,0.00001933893,0.8351449,0.00005431146,0.0000228703,4.713451e-7,0.0590165,0.0002210908,0.0001760788,0.000178879,0.1047172,0.0001820216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878899,0.0008325081,0.0000143402,0.007968503,0.0003222514,0.0001718069,0.00001148257,0.00004130644,0.002747929],"genre_scores_gemma":[0.9630958,0.003284015,0.0003426324,0.00008354338,0.000186126,0.00001092119,0.00005634115,0.000006289447,0.03293429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09920177,"threshold_uncertainty_score":0.9434938,"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."}}