{"id":"W4417261482","doi":"10.1007/s42650-025-00105-8","title":"Mind the differences. An Assessment of Available Data Sources To Study Migration in Latin America and the Caribbean","year":2025,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Max-Planck-Institut für demografische Forschung","keywords":"Latin Americans; Census; Microdata (statistics); Residence; Destinations; Immigration; Stock (firearms); American Community Survey; Caribbean region","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03947724,0.0009188588,0.000879833,0.02938089,0.00468148,0.007009545,0.00251181,0.0007482122,0.002814962],"category_scores_gemma":[0.1206686,0.0005862259,0.0009471786,0.05706579,0.002221047,0.003423872,0.003381358,0.0008882711,0.0003428102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01639463,"about_ca_system_score_gemma":0.04691389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9082335,"about_ca_topic_score_gemma":0.9632147,"domain_scores_codex":[0.9755725,0.00746363,0.003192831,0.001407885,0.01091054,0.001452635],"domain_scores_gemma":[0.8598032,0.03919648,0.01084633,0.007840027,0.079519,0.00279506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003047827,0.00009443142,0.6958576,0.004566606,0.001122348,0.0002520048,0.01988735,0.001208952,0.001057151,0.01161632,0.01783139,0.246201],"study_design_scores_gemma":[0.00006735889,0.00008619927,0.8342635,0.009048967,0.001285956,0.000222294,0.04167574,0.001516294,0.0009963542,0.002409736,0.1082494,0.0001782508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5581891,0.1460602,0.01536284,0.04029268,0.0008410252,0.002179523,0.09706274,0.0004579145,0.139554],"genre_scores_gemma":[0.9065604,0.03799336,0.03028217,0.002422034,0.0001756314,0.0008579911,0.01801073,0.0001536197,0.003544197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9082335,"threshold_uncertainty_score":0.2087781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09360375916298616,"score_gpt":0.4033518592072431,"score_spread":0.309748100044257,"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."}}