{"id":"W4307715250","doi":"10.1111/imig.13074","title":"Regulation through responsibilisation: Gendered exit policies and precarious migration from India and Sri Lanka","year":2022,"lang":"en","type":"article","venue":"International Migration","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Vulnerability (computing); Precarity; Corporate governance; Development economics; Promotion (chess); Political science; Inequality; Economic growth; Sociology; Business; Economics; Gender studies; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004344204,0.0001155061,0.0001086512,0.0002226427,0.0007412706,0.0002420949,0.0001363642,0.00008148112,0.0005842979],"category_scores_gemma":[0.0002258301,0.0001309995,0.00003241928,0.0003288058,0.0001208608,0.0006614038,0.00006995744,0.0001352833,0.000005793184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002027763,"about_ca_system_score_gemma":0.0001083962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01131883,"about_ca_topic_score_gemma":0.07393528,"domain_scores_codex":[0.998327,0.0003436908,0.0002874671,0.0003062549,0.0005983146,0.0001373397],"domain_scores_gemma":[0.9992716,0.0001854701,0.0001944032,0.0001260479,0.0001652624,0.00005716232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002645973,0.0001202253,0.08180032,0.000006682037,0.0000902768,0.000003411197,0.7133364,0.001157482,0.006905823,0.1819632,0.007771521,0.006580027],"study_design_scores_gemma":[0.00113079,0.0001379881,0.2764138,0.00002041885,0.00005304758,0.00001040056,0.06781373,0.03548976,0.0003878412,0.04883953,0.5692083,0.0004942988],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804219,0.0002659431,0.0009316881,0.01301937,0.0005313251,0.0003366196,0.0001611085,0.00009243356,0.004239598],"genre_scores_gemma":[0.9949895,0.0005828002,0.001009757,0.0006872254,0.0003357748,0.00007003677,0.0007639613,0.000009502179,0.001551439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6455227,"threshold_uncertainty_score":0.9952649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02557710495347939,"score_gpt":0.3054989034966593,"score_spread":0.2799217985431799,"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."}}