{"id":"W2076246498","doi":"10.1016/j.worlddev.2013.06.002","title":"Child Labor Variation by Type of Respondent: Evidence from a Large-Scale Study","year":2013,"lang":"en","type":"article","venue":"World Development","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Respondent; Proxy (statistics); Bivariate analysis; Interview; Economics; Sample (material); Demographic economics; Psychology; Econometrics; Statistics; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005820568,0.00009125098,0.0001317998,0.00008129308,0.0004555389,0.00006182874,0.0002732065,0.00003617211,0.002299055],"category_scores_gemma":[0.0001402956,0.00008633731,0.00001932117,0.0005892784,0.00002948947,0.0002861739,0.00003677609,0.00007407497,0.0002382987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001533671,"about_ca_system_score_gemma":0.0004739998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007458498,"about_ca_topic_score_gemma":0.02377332,"domain_scores_codex":[0.9985906,0.0001887641,0.0002768813,0.0002318109,0.0004937272,0.000218204],"domain_scores_gemma":[0.9992598,0.000111945,0.0001266441,0.0001873822,0.0002186275,0.00009560578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003232759,0.000865216,0.5886337,0.000007404333,0.00006612338,3.879262e-7,0.3621872,0.000001612216,0.0001592736,0.0004938111,0.04424152,0.003311426],"study_design_scores_gemma":[0.0001661129,0.00001410916,0.7812691,0.00005132101,0.000008642829,2.511968e-8,0.006615045,0.000002749538,0.0001845585,0.0001726532,0.211414,0.0001017054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867768,0.001367462,0.00007214231,0.00390557,0.0006029652,0.0005685729,0.00001175563,0.00004385866,0.006650898],"genre_scores_gemma":[0.9849175,0.0001416664,0.001240883,0.0002957648,0.0001191445,0.0000425593,0.00002107557,0.000008159039,0.01321321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3555722,"threshold_uncertainty_score":0.9991509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884469524739786,"score_gpt":0.2932772954394626,"score_spread":0.2744326001920647,"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."}}