{"id":"W4313401005","doi":"10.1007/978-3-031-17704-0","title":"Transnational Employment Strain in a Global Health Pandemic","year":2023,"lang":"en","type":"book","venue":"Politics of citizenship and migration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor; York University","funders":"International Labour Organization","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Strain (injury); Political science; Development economics; Economic growth; Economics; Medicine; Infectious disease (medical specialty)","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":[0.0006272059,0.0002361315,0.0005294624,0.0001849975,0.0002634826,0.000005789337,0.00008019135,0.0003233458,0.00003361185],"category_scores_gemma":[0.00007292379,0.0002343035,0.00007962365,0.00009361302,0.0000883554,0.00002844418,0.00004469525,0.0003939287,0.000008536332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006814323,"about_ca_system_score_gemma":0.001293116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000242254,"about_ca_topic_score_gemma":0.01283051,"domain_scores_codex":[0.9977899,0.0002163453,0.0008977996,0.0002700097,0.0003460987,0.0004799084],"domain_scores_gemma":[0.9988196,0.0004495362,0.0003458873,0.0001302915,0.0001381581,0.0001165307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001731136,0.00001770337,0.05860473,0.0008407829,0.00006839589,0.000001876495,0.003034676,0.000001545658,0.000003038582,0.8796892,0.05697511,0.0007456504],"study_design_scores_gemma":[0.001114263,0.0001755054,0.1942858,0.0007464192,0.00004807101,0.000001102108,0.0007830523,0.00001488198,6.145371e-7,0.7870103,0.01556585,0.0002542443],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.258755,0.0089467,0.0009402602,0.2193261,0.004179638,0.01037499,0.02857194,0.001061901,0.4678435],"genre_scores_gemma":[0.223535,0.001813095,0.0000753541,0.002029358,0.000653949,0.0002060069,0.002922256,0.00007663413,0.7686884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3008449,"threshold_uncertainty_score":0.955462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07782753813185123,"score_gpt":0.4154268464703147,"score_spread":0.3375993083384635,"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."}}