{"id":"W2113639589","doi":"10.1111/j.1751-9020.2010.00337.x","title":"Transnationalism over the Life Course","year":2010,"lang":"en","type":"article","venue":"Sociology Compass","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transnationalism; Life course approach; Sociology; Perspective (graphical); Immigration; Epistemology; Gender studies; Political science; Psychology; Politics; Social psychology; Computer science; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008713054,0.00005752799,0.0000972608,0.00001367025,0.0007871352,0.00002149373,0.0002690592,0.0001702408,0.003103091],"category_scores_gemma":[0.00009683795,0.00004401182,0.00006663667,0.00003909278,0.001194344,0.00008559118,0.00001047237,0.0002882383,0.0001314393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001192442,"about_ca_system_score_gemma":0.0002515281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007112811,"about_ca_topic_score_gemma":0.01720441,"domain_scores_codex":[0.9992469,0.0002155164,0.0001211724,0.0001198357,0.0001025385,0.0001940275],"domain_scores_gemma":[0.999315,0.000377913,0.00005509381,0.0001228887,0.00005668886,0.00007242622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000002187341,0.0000327631,0.03337885,9.881245e-7,0.00003437455,2.409621e-7,0.07324494,0.000007091746,0.00004758432,0.8380326,0.05509861,0.0001197696],"study_design_scores_gemma":[0.0002245946,0.000008610117,0.5268115,5.190727e-7,0.00002510602,4.205873e-7,0.006581881,0.0001099748,0.000005129224,0.07842629,0.3876969,0.0001090879],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9254719,0.0001410847,0.0001323109,0.05275098,0.00129019,0.0001320441,0.000007070476,0.00005010773,0.0200243],"genre_scores_gemma":[0.9952161,0.00002045637,0.00004332619,0.002936263,0.0009254044,0.0000194201,0.000008941683,0.000004086779,0.0008259817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7596063,"threshold_uncertainty_score":0.9978082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02774839682931429,"score_gpt":0.327237791817177,"score_spread":0.2994893949878627,"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."}}