{"id":"W3121627435","doi":"","title":"How Do Latin American Migrants in the U.S. Stand on Schooling Premium? What Does it Reveal About Education Quality in Their Home Countries?","year":2017,"lang":"en","type":"preprint","venue":"Redalyc (Universidad Autónoma del Estado de México)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; Inter-American Development Bank","keywords":"Latin Americans; Proxy (statistics); Immigration; Economics; Demographic economics; Quality (philosophy); Population; Development economics; Economic growth; Geography; Political science; Demography; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0006989877,0.0001416702,0.0002527119,0.001186117,0.0004521014,0.001323026,0.0002140208,0.0004942269,0.004275703],"category_scores_gemma":[0.002349718,0.00009245957,0.0002805507,0.001499797,0.0005354423,0.0009862666,0.0006628784,0.0005170319,0.0006500352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004483143,"about_ca_system_score_gemma":0.000304798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04137196,"about_ca_topic_score_gemma":0.06248646,"domain_scores_codex":[0.999832,0.00002920597,0.000008927727,0.00003268948,0.00001927733,0.00007777911],"domain_scores_gemma":[0.9986088,0.0002289134,0.0007746515,0.00007053036,0.0001322495,0.0001849409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007668549,0.00004050308,0.9865863,0.00001951328,0.00005569929,0.00005399842,0.001540127,0.0001087079,0.0001764489,0.0009854634,0.0009132884,0.009443258],"study_design_scores_gemma":[0.000004302198,0.00002632723,0.9950872,0.00002122661,0.00001725548,0.00002298738,0.00320919,0.0001179062,0.00005876565,0.0003732432,0.001055135,0.000006352236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936777,0.0004616887,0.00006650227,0.001495039,0.00001375928,0.000004295744,0.0006109502,0.000005183771,0.003664898],"genre_scores_gemma":[0.9975541,0.0004545654,0.00004132087,0.000300681,0.00002157956,0.000004531539,0.0005874527,0.000002868114,0.001032994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04137196,"threshold_uncertainty_score":0.08226234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02302946252028535,"score_gpt":0.3061345035462093,"score_spread":0.2831050410259239,"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."}}