{"id":"W4410875452","doi":"10.5267/j.dsl.2025.3.011","title":"Post-pandemic social transformation and labor trends in sellers of repowered items in the city of Huancayo, Peru","year":2025,"lang":"en","type":"article","venue":"Decision Science Letters","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformation (genetics); Pandemic; Sociology; Demographic economics; Coronavirus disease 2019 (COVID-19); Economics; Medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030134,0.00007670782,0.0002569786,0.001348295,0.00006967682,0.00003686201,0.0003664722,0.00005714694,0.00002350319],"category_scores_gemma":[0.0005989093,0.00006781435,0.00005818858,0.002396445,0.0002944137,0.0004029201,0.00003531881,0.0001330947,0.000001618223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001270947,"about_ca_system_score_gemma":0.00005437691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003831066,"about_ca_topic_score_gemma":0.0001334016,"domain_scores_codex":[0.9987099,0.00002392342,0.0006862184,0.0002562614,0.0001264401,0.0001972687],"domain_scores_gemma":[0.9992216,0.0003002384,0.000230776,0.0001959356,0.00003027472,0.00002121588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001040186,0.00005743006,0.9313688,0.00002461265,0.000005930488,0.000001884842,0.02443494,0.0001967984,0.01034549,0.005798895,0.0005029634,0.02715821],"study_design_scores_gemma":[0.000757726,0.0000204239,0.9938075,0.00002697989,0.000001659116,9.905674e-7,0.0006920888,0.001188113,0.0002570245,0.002386657,0.0007864623,0.0000744041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901155,0.00009717281,0.0008938341,0.007675012,0.0001356653,0.0001138143,0.0000450166,0.000004309564,0.0009196861],"genre_scores_gemma":[0.9966443,0.00002218602,0.00009155755,0.003214173,0.000007347782,0.000003679924,0.000002365809,0.000002358121,0.00001210113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06243865,"threshold_uncertainty_score":0.2765389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0457141380565745,"score_gpt":0.3185027601954563,"score_spread":0.2727886221388818,"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."}}