{"id":"W6998511289","doi":"","title":"Aplicación y proceso de actualización del modelo de identificación del riesgo de trabajo infantil en el Perú","year":2022,"lang":"es","type":"dissertation","venue":"renati","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Welfare system; Quarter (Canadian coin); Test (biology)","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":[0.01468603,0.0008490487,0.0006864285,0.003674795,0.001937657,0.00853408,0.002727362,0.001808129,0.01098826],"category_scores_gemma":[0.04773058,0.0009046225,0.001100163,0.003976277,0.002694493,0.007840992,0.004378113,0.001760509,0.0008516998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009793526,"about_ca_system_score_gemma":0.01187076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1609155,"about_ca_topic_score_gemma":0.1397554,"domain_scores_codex":[0.9924259,0.005806801,0.000186626,0.0007232938,0.0005550043,0.0003024974],"domain_scores_gemma":[0.9753258,0.0175081,0.001568262,0.001105824,0.003897682,0.0005944321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004207314,0.0006536488,0.4816946,0.001297211,0.0004963127,0.001357567,0.09984077,0.03535068,0.001024356,0.2270241,0.008109123,0.142731],"study_design_scores_gemma":[0.000169818,0.0009296467,0.2057023,0.002856032,0.0008079514,0.0008387659,0.1839452,0.3801076,0.001369138,0.1477485,0.07521734,0.0003076894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7303556,0.002219659,0.1240354,0.0349305,0.0001168696,0.001140063,0.002710671,0.0009545752,0.1035367],"genre_scores_gemma":[0.9534223,0.0009476071,0.0400947,0.0002795457,0.00002209711,0.0004520949,0.0006495307,0.00005953074,0.00407272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1609155,"threshold_uncertainty_score":0.3199577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148317495412007,"score_gpt":0.327756315429064,"score_spread":0.316273140474944,"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."}}