{"id":"W2346316404","doi":"10.1177/0117196814565184","title":"Information sources and knowledge transfer to future migrants: A study of university students in India","year":2015,"lang":"en","type":"article","venue":"Asian and Pacific migration journal","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Immigration; Mainstream; Emigration; Political science; Face (sociological concept); Economic growth; Anger; Knowledge transfer; Sociology; Public relations; Demographic economics; Psychology; Social psychology; Economics; Social science; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008911115,0.00006130496,0.0001026585,0.000255148,0.0001766115,0.0001420117,0.00008403889,0.00005697439,0.00001451187],"category_scores_gemma":[0.00002901214,0.00005671858,0.00001390695,0.0003669877,0.00003815084,0.0006225036,0.000009633676,0.0001120924,0.000002537079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003797042,"about_ca_system_score_gemma":0.0001347385,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000267364,"about_ca_topic_score_gemma":0.05133294,"domain_scores_codex":[0.9990934,0.0003191098,0.0001882425,0.00005929864,0.000244676,0.0000952923],"domain_scores_gemma":[0.9995695,0.00001519452,0.00003844372,0.00004120024,0.000132851,0.0002028435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007017044,0.0001054351,0.1695046,0.000003724604,0.00000845111,0.000001543261,0.8234535,0.000006949202,0.0000049737,0.0008470039,0.0009036536,0.005090057],"study_design_scores_gemma":[0.0008968851,0.0001465534,0.1584969,0.00001319922,0.000007708903,0.000002806017,0.7554683,0.00003340437,9.213664e-7,0.00002872628,0.0848486,0.00005599926],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951185,0.00005238962,0.0003607848,0.001072177,0.0001079383,0.0002214974,0.000005537428,0.000006622762,0.003054576],"genre_scores_gemma":[0.9994036,0.0002758087,0.00003704937,0.00002633115,0.00005522644,6.550793e-7,0.000002659275,0.000001792535,0.000196856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08394494,"threshold_uncertainty_score":0.9659777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071761570251143,"score_gpt":0.2633325551735374,"score_spread":0.2526149394710259,"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."}}