{"id":"W4361276760","doi":"10.21203/rs.3.rs-1679596/v2","title":"Expected Return to Education, Schooling and Child Labor in Cote d’Ivoire","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cote d ivoire; Quarter (Canadian coin); Economics; Demographic economics; Labour economics; Affect (linguistics); Survey data collection; Psychology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001050801,0.0001925107,0.0003439301,0.0006053469,0.000438357,0.001150536,0.0006715328,0.0006163325,0.005597989],"category_scores_gemma":[0.003499261,0.0002754361,0.000458333,0.0006125108,0.0003784053,0.000494247,0.0008790939,0.001036722,0.0006128112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003807217,"about_ca_system_score_gemma":0.002102938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.394829,"about_ca_topic_score_gemma":0.4093694,"domain_scores_codex":[0.9992493,0.0002082213,0.00003341056,0.00009692567,0.00005497791,0.0003571296],"domain_scores_gemma":[0.9978914,0.000612018,0.0002641816,0.00005825857,0.0002458881,0.0009282268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003147397,0.0001784902,0.9843988,0.00003888906,0.00009342115,0.0005533951,0.001052333,0.003456692,0.0003892429,0.003438262,0.001412531,0.004673134],"study_design_scores_gemma":[0.00002189729,0.00007853509,0.9941801,0.00002723572,0.00001487166,0.0001049909,0.00155263,0.002311471,0.0001167907,0.0004990288,0.001084971,0.000007348692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967264,0.0002290373,0.000145518,0.0005644028,0.00001271226,0.000007765654,0.001227694,0.00000724219,0.001079229],"genre_scores_gemma":[0.996447,0.0001006125,0.00005868908,0.00003601358,0.000005012358,0.00001214939,0.0005069136,0.000003783599,0.002829804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.394829,"threshold_uncertainty_score":0.7850617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0483780920318693,"score_gpt":0.4167714409280694,"score_spread":0.3683933488962001,"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."}}