{"id":"W4283582934","doi":"10.3126/mef.v12i01.45891","title":"Women's Participation in Foreign Labour Migration and Spousal Violence: A Study on Returnee Women Migrant Workers in Nepal","year":2022,"lang":"en","type":"article","venue":"Molung Educational Frontier","topic":"Sex work and related issues","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Sexual violence; Domestic violence; Migrant workers; Demography; Psychology; Poison control; Injury prevention; Medicine; Sociology; Economic growth; Environmental health; Criminology; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007185066,0.0003077325,0.0003555399,0.001095672,0.00207898,0.001026217,0.0004789403,0.0009168726,0.002109354],"category_scores_gemma":[0.001156296,0.0006287709,0.000482558,0.001007793,0.0006554374,0.001083718,0.001129303,0.0008957675,0.000485367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005141179,"about_ca_system_score_gemma":0.0008303663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01186644,"about_ca_topic_score_gemma":0.02532853,"domain_scores_codex":[0.9997004,0.00009942123,0.00003207568,0.00003004027,0.00004077034,0.00009730857],"domain_scores_gemma":[0.9995808,0.0001267622,0.0001064598,0.0000221624,0.00004897751,0.0001149483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007947591,0.0005415077,0.8371794,0.0002095895,0.00004092162,0.002647799,0.1490636,0.00001674729,0.001086954,0.0001368414,0.0002519864,0.008745236],"study_design_scores_gemma":[0.00001058877,0.0008113491,0.7667561,0.0001964412,0.00003755462,0.002285464,0.2276783,0.00003892892,0.0001890701,0.00004947249,0.001928393,0.00001843385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992036,0.0001542562,0.00002188197,0.00007264252,0.000002955487,0.0000274091,0.00004506856,6.355485e-7,0.0004715788],"genre_scores_gemma":[0.9980439,0.0007689056,0.00007674857,0.0002095319,0.000006803681,0.00008765698,0.00006055451,0.00000139378,0.0007446037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01186644,"threshold_uncertainty_score":0.02359474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223309908372607,"score_gpt":0.3040837368344777,"score_spread":0.2918506377507517,"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."}}