{"id":"W4382394752","doi":"10.1007/978-3-031-34194-6_14","title":"Health Beyond Borders: Migration and Precarity in South Asia","year":2023,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Precarity; Mainstream; Livelihood; Poverty; Development economics; Inequality; Public health; Political science; Economic growth; Geography; Sociology; Gender studies; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002162401,0.000301333,0.0005199582,0.0007869265,0.0003482469,0.0001218495,0.0002072434,0.0005059443,0.0006472718],"category_scores_gemma":[0.0001403484,0.0003038198,0.00006323595,0.0002001696,0.0004011583,0.0001818794,0.0001050346,0.001402029,0.0004338701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001526294,"about_ca_system_score_gemma":0.000797544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005643615,"about_ca_topic_score_gemma":0.141371,"domain_scores_codex":[0.9966963,0.0003792476,0.0006019506,0.0007535387,0.0006801839,0.0008887776],"domain_scores_gemma":[0.9984227,0.000284127,0.0001621124,0.0005572192,0.0002183733,0.000355439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009957578,0.0001090815,0.004827856,0.001938374,0.0001628855,0.0001505725,0.1236292,0.000001761097,0.000004195373,0.7271031,0.08152825,0.05954899],"study_design_scores_gemma":[0.002111703,0.002415018,0.1007538,0.001166898,0.00002349774,0.00006268096,0.01720402,0.00001954689,0.00001466019,0.2125665,0.6626427,0.001018936],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01741046,0.02399085,0.00002908411,0.04635607,0.001507777,0.005619736,0.001367772,0.0004622828,0.9032559],"genre_scores_gemma":[0.07470806,0.00659449,0.0001614549,0.0002531245,0.0005459315,0.0003025637,0.0005609393,0.0001618395,0.9167116],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5811145,"threshold_uncertainty_score":0.9999414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1198319038529946,"score_gpt":0.4459150165764379,"score_spread":0.3260831127234433,"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."}}