{"id":"W1583172018","doi":"10.5539/res.v7n7p158","title":"Gender Wise Return Migration Decision and Migrant’s Perception towards Developmental Impact in Place of Origin—An Empirical Study","year":2015,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Perception; Empirical research; Demographic economics; Resource (disambiguation); Economics; Economic growth; Development economics; Labour economics; Geography; Agriculture; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001585987,0.0001385993,0.0002246803,0.0005850758,0.0007464891,0.001273179,0.000299207,0.0004689141,0.004631265],"category_scores_gemma":[0.002744484,0.0001120507,0.0002340711,0.0007300037,0.000741943,0.00103503,0.0008050727,0.0005578971,0.0002673049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000485532,"about_ca_system_score_gemma":0.0008366789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004715866,"about_ca_topic_score_gemma":0.009914035,"domain_scores_codex":[0.9994596,0.0002431257,0.00004158661,0.00006063392,0.00009000441,0.0001051429],"domain_scores_gemma":[0.9985167,0.0006295238,0.0004126845,0.00003437183,0.0001795682,0.0002270032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002069811,0.0004221403,0.7795589,0.0007275144,0.00006684626,0.002406633,0.1699607,0.00008740691,0.0005397706,0.004044151,0.001794254,0.04018475],"study_design_scores_gemma":[0.000005604772,0.0002126757,0.4850832,0.0005063692,0.00004264001,0.0008928811,0.5045369,0.0001026218,0.000122935,0.0004208667,0.008056534,0.00001678054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952176,0.00159456,0.0000654308,0.0004498921,0.0000264386,0.000008469631,0.00003473357,5.106984e-7,0.00260245],"genre_scores_gemma":[0.9976118,0.001282738,0.00005360422,0.00009599565,0.00001164543,0.000007404953,0.0000276249,7.372802e-7,0.0009084215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004715866,"threshold_uncertainty_score":0.01549309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1568924849564773,"score_gpt":0.4514682638024352,"score_spread":0.2945757788459579,"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."}}