{"id":"W2201260621","doi":"10.1057/9781137460417","title":"Vulnerability, exploitation and migrants : insecure work in a globalised economy","year":2015,"lang":"en","type":"book","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sweatshop; Refugee; Vulnerability (computing); Precarity; Globalization; Sociology; Politics; Political science; Economy; Political economy; Gender studies; Law; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007553988,0.0002920131,0.0005685646,0.0001544325,0.0002362829,0.00001137405,0.0001175806,0.0005023335,0.0005106925],"category_scores_gemma":[0.0001371403,0.0002466663,0.00005007169,0.00009818323,0.00008184079,0.0001304847,0.0002247298,0.0006643868,0.0001825256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005163414,"about_ca_system_score_gemma":0.0005575797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003286695,"about_ca_topic_score_gemma":0.01057633,"domain_scores_codex":[0.9981608,0.0002850277,0.0006163229,0.0004106769,0.0001551958,0.0003720207],"domain_scores_gemma":[0.9988025,0.0004063362,0.0002197166,0.0002501812,0.0001980313,0.0001232731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001085324,0.00002873269,0.1022737,0.000410594,0.00004991286,0.000004292312,0.007813389,3.061641e-7,6.257501e-8,0.01172586,0.8763751,0.00120953],"study_design_scores_gemma":[0.001790035,0.00006847738,0.02676314,0.001051663,0.0000426037,2.22308e-7,0.00213128,0.000002075553,7.182317e-8,0.1587129,0.8090398,0.0003977053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006311804,0.001671207,0.000005314803,0.003304585,0.0004173021,0.001483766,0.00003423487,0.0001034207,0.9866683],"genre_scores_gemma":[0.01661106,0.0002464551,0.00006998175,0.001390492,0.0003975942,0.0003935649,0.0001722895,0.00004429806,0.9806743],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1469871,"threshold_uncertainty_score":0.9999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09040345995944817,"score_gpt":0.3967492308117807,"score_spread":0.3063457708523326,"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."}}