{"id":"W2160954960","doi":"10.1108/00483480610670616","title":"Self‐directed expatriation: family matters","year":2006,"lang":"en","type":"article","venue":"Personnel Review","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Expatriate; Grounded theory; Originality; Value (mathematics); Spouse; Exploratory research; Sociology; Social psychology; Symbolic interactionism; Psychology; Sample (material); Qualitative research; Management; Public relations; Social science; Political science; Computer science; Economics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005809167,0.0001070545,0.0001968824,0.00004059516,0.0003590242,0.00005503412,0.0002397363,0.00004963421,0.0006193446],"category_scores_gemma":[0.00005923499,0.00009843348,0.0001431391,0.0002199487,0.00003737774,0.0001475332,0.00002098495,0.00006981967,0.000582831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001446764,"about_ca_system_score_gemma":0.00004772519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003377515,"about_ca_topic_score_gemma":0.0006054338,"domain_scores_codex":[0.9987183,0.0001536232,0.000222751,0.0001897104,0.000481582,0.0002340009],"domain_scores_gemma":[0.9995376,0.00007724083,0.0001041952,0.00009546502,0.0001345717,0.00005086177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002623178,0.0005412301,0.002098094,0.002740332,0.0002217622,0.00007080406,0.1714744,0.000004503173,0.00009681323,0.06212737,0.7425073,0.01809118],"study_design_scores_gemma":[0.0002064963,0.00001078202,0.0007327072,0.0004727312,0.00005098699,0.000001106855,0.01242033,0.00002031992,0.00000341488,0.0002990944,0.98559,0.0001920731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08290811,0.5302943,0.00006372741,0.09257673,0.002125984,0.001715031,0.00001946631,0.001904765,0.2883919],"genre_scores_gemma":[0.3680486,0.603798,0.002225262,0.0118073,0.004492384,0.0001131207,0.00008088566,0.00004504059,0.009389333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2851405,"threshold_uncertainty_score":0.7491308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0301691418919128,"score_gpt":0.3178176173236085,"score_spread":0.2876484754316957,"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."}}