{"id":"W1900074679","doi":"10.25336/p6jw2p","title":"Globalization, Migration and Development","year":2002,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Population; Human migration; Urbanization; Development economics; Investment (military); Immigration; Emigration; Globalization; Economics; Dilemma; Economic growth; Population growth; Freedom of movement; Human capital; Politics; Political science; Market economy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001579922,0.00004247189,0.00005590512,0.0001079798,0.0003392134,0.00002371443,0.00002769851,0.0000401285,0.00006718915],"category_scores_gemma":[0.0001765174,0.00004700101,0.000004363814,0.0002331541,0.00005094722,0.0001156352,0.000004248435,0.0000231707,0.000009236044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004936063,"about_ca_system_score_gemma":0.00004222053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1197655,"about_ca_topic_score_gemma":0.9951475,"domain_scores_codex":[0.9995178,0.00004584281,0.0001260244,0.00008976265,0.00009294382,0.000127621],"domain_scores_gemma":[0.9997759,0.00001358862,0.00002766636,0.00003646076,0.00006478539,0.00008155435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[6.276531e-7,0.000006767683,0.7602914,0.000008938972,0.00000959731,0.000002202827,0.1294726,0.0001706169,4.370161e-7,0.07635379,0.004515681,0.02916737],"study_design_scores_gemma":[0.000190115,0.00000582708,0.4214186,0.00003189599,0.000004507076,5.90952e-7,0.02222836,0.004165525,7.511699e-7,0.001216906,0.5505409,0.0001960268],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849502,0.001704132,0.00009897534,0.002964507,0.000366123,0.0002392652,0.000003914433,0.00003398152,0.009638925],"genre_scores_gemma":[0.997812,0.0006965456,0.0003338749,0.0002709558,0.00003952629,0.000008267139,0.0000180941,0.000002632898,0.0008180581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8753821,"threshold_uncertainty_score":0.8860961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05388241167435347,"score_gpt":0.3170356350110166,"score_spread":0.2631532233366631,"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."}}