{"id":"W2078685977","doi":"10.1002/psp.343","title":"Transnational migration theory in population geography: gendered practices in networks linking Canada and India","year":2004,"lang":"en","type":"article","venue":"Population Space and Place","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Ford Foundation","keywords":"Economic geography; Focus (optics); Population; Immigration; Sociology; Human geography; Selection (genetic algorithm); Gender studies; Geography; Demography","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":[0.0007593178,0.00008165301,0.00009679276,0.0001567375,0.0001884326,0.00008247686,0.00003621967,0.000110854,0.00001453911],"category_scores_gemma":[0.0001157088,0.00008927047,0.00001153333,0.0003677462,0.00002490782,0.0004470988,0.000005236996,0.0001379924,7.95086e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000152499,"about_ca_system_score_gemma":0.0001354398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6453162,"about_ca_topic_score_gemma":0.9975908,"domain_scores_codex":[0.9990254,0.000216787,0.0001977445,0.0001765703,0.0002312345,0.0001522814],"domain_scores_gemma":[0.9995152,0.0001671382,0.0001821367,0.00004654904,0.00003202929,0.00005691294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002451984,0.00001055077,0.7736528,0.00000579587,0.000002731418,0.000001231994,0.005977802,0.032507,0.000002161544,0.187141,0.000003185243,0.0006712001],"study_design_scores_gemma":[0.0004082527,0.000006360277,0.9773321,0.00001665101,0.000005851647,7.22031e-7,0.002558353,0.01227587,4.740626e-7,0.006689754,0.0005936532,0.0001120244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935132,0.0002053519,0.0007159985,0.005024877,0.00008663716,0.0002137637,0.000005488538,0.00001607285,0.0002186442],"genre_scores_gemma":[0.9989816,0.0002263956,0.0003167025,0.0001757829,0.00004515574,0.000007419093,0.0001903864,0.000005257464,0.00005130736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3522746,"threshold_uncertainty_score":0.3640344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305438435393749,"score_gpt":0.2739317100193115,"score_spread":0.260877325665374,"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."}}