{"id":"W3124372906","doi":"10.2139/ssrn.3390238","title":"Language Premium Myth or Fact: Evidence from Migrant Workers of Guangdong, China","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"China; Mythology; Business; Migrant workers; Economics; Political science; Economic growth; Literature; Art; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001467336,0.0001983746,0.0002548905,0.001260479,0.00169258,0.001251292,0.0007018122,0.0007628898,0.005256816],"category_scores_gemma":[0.006923645,0.0002139306,0.0001734981,0.002128181,0.00239781,0.0009627898,0.00164343,0.0008247685,0.0004006042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006189307,"about_ca_system_score_gemma":0.001219375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07672209,"about_ca_topic_score_gemma":0.09414626,"domain_scores_codex":[0.999211,0.0001987439,0.00005576773,0.0001313155,0.0001154584,0.000287778],"domain_scores_gemma":[0.9929169,0.002224243,0.003068392,0.0004853736,0.0005553568,0.0007497391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002261041,0.00008337371,0.9609985,0.00005984254,0.00005181325,0.0004950631,0.03180731,0.00003250505,0.0003680182,0.0007538601,0.000638006,0.004485612],"study_design_scores_gemma":[0.00001548833,0.00006097561,0.9658372,0.0000436869,0.00004430746,0.00009397566,0.03234879,0.00006194138,0.00008201166,0.0002737973,0.001129225,0.000008475556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998886,0.00007960046,0.00001281064,0.0002421809,0.000002847763,0.000003141103,0.00009306565,3.179314e-7,0.0006800198],"genre_scores_gemma":[0.9991811,0.0001218481,0.00001218344,0.00009763533,0.000008965851,0.000004983042,0.0001111763,7.953889e-7,0.0004613365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07672209,"threshold_uncertainty_score":0.1525511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009586502111772461,"score_gpt":0.2858008669570609,"score_spread":0.2762143648452884,"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."}}