{"id":"W4403086036","doi":"10.15353/rea.v15i1.5235","title":"Job Insecurity, Employability and Financial Threat during COVID-19","year":2023,"lang":"en","type":"article","venue":"Review of Economic Analysis","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"York University","keywords":"Coronavirus disease 2019 (COVID-19); Employability; Job insecurity; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; Economics; Virology; Economic growth; Biology; Medicine; Outbreak; Internal medicine; Work (physics); Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001288897,0.0001344979,0.0009097976,0.000210047,0.000508014,0.000003023701,0.0001248865,0.00006791782,0.0009561459],"category_scores_gemma":[0.0005870636,0.0001154918,0.0003062073,0.000511111,0.00009058804,0.00006942448,0.0002760718,0.000134649,0.0001893094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001824,"about_ca_system_score_gemma":0.0001686408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001301193,"about_ca_topic_score_gemma":0.002064313,"domain_scores_codex":[0.9983283,0.000258214,0.0007701073,0.000311708,0.00006972488,0.0002619179],"domain_scores_gemma":[0.9988227,0.0003730316,0.0002889608,0.000344971,0.00004123545,0.0001291083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006831789,0.000006868936,0.9849688,0.008409816,0.0003175881,0.000001186346,0.0004927798,0.000007800852,0.00000147507,0.001123788,0.00430473,0.0003583364],"study_design_scores_gemma":[0.0003380922,0.00001713842,0.976995,0.0006942385,0.00121303,2.28688e-7,0.000143117,0.00003252211,0.000001707378,0.002362927,0.01803638,0.000165633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665738,0.02504211,0.0000119047,0.006509309,0.00009140167,0.0004735088,0.00009118671,0.00007652708,0.00113029],"genre_scores_gemma":[0.7344813,0.2627411,0.00001614249,0.001497427,0.0001266598,0.0001221282,0.00005419157,0.00001216017,0.0009488658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.237699,"threshold_uncertainty_score":0.9999571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07348548162957035,"score_gpt":0.4381399246279362,"score_spread":0.3646544429983658,"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."}}