{"id":"W4381191411","doi":"10.3126/scholars.v5i1.55806","title":"Role of Foreign Employment in Socioeconomic Development of Beldandi Rural Municipality, Kanchanpur, Nepal","year":2022,"lang":"en","type":"article","venue":"Scholars Journal","topic":"Indian Economic and Social Development","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Socioeconomic status; Respondent; Socioeconomic development; Socioeconomics; Remittance; Economic growth; Survey methodology; Business; Geography; Economics; Political science; Sociology; Demography; Population; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002472861,0.0001503152,0.0005583608,0.0004442909,0.0003883895,0.00003903599,0.0004697933,0.00007328299,0.001888006],"category_scores_gemma":[0.00002298623,0.0001972748,0.0001791797,0.0001280192,0.00005939983,0.000285553,0.0002659178,0.0005642789,0.0000592261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009794345,"about_ca_system_score_gemma":0.0003050839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001249692,"about_ca_topic_score_gemma":0.00006873295,"domain_scores_codex":[0.9976629,0.00005930118,0.001613637,0.0001971793,0.00008069577,0.0003862767],"domain_scores_gemma":[0.9987004,0.00002456681,0.0009747967,0.0001706964,0.00003013573,0.00009942496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009721399,0.0003483722,0.8444592,0.00002525808,0.0002704278,0.000007870192,0.02700857,0.0006539293,0.0002324713,0.1177709,0.0002625802,0.008863159],"study_design_scores_gemma":[0.004353476,0.0002727004,0.7130592,0.00005828206,0.00001324207,0.00007242656,0.02727083,0.0002948373,0.001390766,0.1955063,0.05685719,0.0008507582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879478,0.001936441,0.00005885044,0.00007533641,0.000368666,0.0001703089,0.00006737353,0.000005267057,0.009370008],"genre_scores_gemma":[0.9972406,0.0001614406,0.002095145,0.0001051055,0.00005199204,0.00003049578,0.00001245867,0.0000215949,0.0002811641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1314,"threshold_uncertainty_score":0.9990244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02459656760562721,"score_gpt":0.2331458619321131,"score_spread":0.2085492943264859,"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."}}