{"id":"W2515104604","doi":"10.1108/qrom-09-2015-1326","title":"Self-initiated expatriation: changing the ontological and methodological box","year":2016,"lang":"en","type":"article","venue":"Qualitative Research in Organizations and Management An International Journal","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Expatriate; Functionalism (philosophy of mind); Originality; Structural functionalism; Epistemology; Actor–network theory; Sociology; Value (mathematics); Field (mathematics); Management science; Computer science; Social science; Political science; Qualitative research; Philosophy; Engineering; Law; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06470756,0.0006323082,0.0009608123,0.004966509,0.00736729,0.01231949,0.004368898,0.005025156,0.002873284],"category_scores_gemma":[0.05279332,0.0005115328,0.0006908551,0.004341126,0.06604126,0.0245374,0.01252819,0.008279718,0.0003738965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008487619,"about_ca_system_score_gemma":0.01296505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00338415,"about_ca_topic_score_gemma":0.005384548,"domain_scores_codex":[0.9638796,0.03096894,0.0008421426,0.001413571,0.002209103,0.0006865463],"domain_scores_gemma":[0.916698,0.06656636,0.002969649,0.006177808,0.005589949,0.001998198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001218704,0.00002513559,0.0004907757,0.0001706812,0.000003700057,0.00007438946,0.04035758,0.000110597,0.00005519131,0.9503722,0.0008055417,0.007522002],"study_design_scores_gemma":[0.00002466899,0.00007321827,0.001110647,0.002689274,0.00002261492,0.0004050029,0.1622863,0.002587319,0.0004622822,0.6865613,0.1437242,0.00005310172],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1525788,0.01967133,0.4052328,0.2654584,0.007052928,0.0007586301,0.0001650479,0.0001755384,0.1489064],"genre_scores_gemma":[0.8977966,0.008470047,0.07160139,0.009800266,0.001254291,0.001861648,0.00007211314,0.0001391531,0.009004477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06470756,"threshold_uncertainty_score":0.3422104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3959744612528051,"score_gpt":0.5818943883542081,"score_spread":0.1859199271014031,"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."}}