{"id":"W4406893076","doi":"10.33137/pugj.v2i1.44734","title":"Jobs During the Pandemic: Re-Evaluating the Importance of Teleworkability, Contact-Intensity, and Being 'Essential'","year":2024,"lang":"en","type":"article","venue":"PARETO Undergraduate Journal of New Economists","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Intensity (physics); Coronavirus disease 2019 (COVID-19); Medicine; Physics; Optics; Internal medicine; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003094981,0.0003055557,0.0003446016,0.0009439456,0.0007899883,0.001713718,0.0008726972,0.0007543535,0.002670601],"category_scores_gemma":[0.01355521,0.0001664774,0.000395057,0.00113061,0.001799322,0.0008334471,0.001128824,0.0009059889,0.0002159523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004396997,"about_ca_system_score_gemma":0.004430662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3783494,"about_ca_topic_score_gemma":0.4521168,"domain_scores_codex":[0.9987245,0.0004746923,0.00004252678,0.0001040962,0.0002325922,0.0004215511],"domain_scores_gemma":[0.9922052,0.004748951,0.001627569,0.000249876,0.0005560495,0.0006124387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007946091,0.0002738851,0.9658163,0.00009417296,0.0001023014,0.0001763714,0.002142273,0.005531565,0.0005027309,0.002120897,0.0007205816,0.02172422],"study_design_scores_gemma":[0.00001308454,0.0001784831,0.9786936,0.00005347742,0.00005424109,0.00001695637,0.01197643,0.00670225,0.0002631151,0.0008857358,0.001145822,0.00001680698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967101,0.0002216379,0.0002291999,0.0006010465,0.000009500116,0.00001894258,0.0001669216,0.000001553643,0.002041128],"genre_scores_gemma":[0.9993165,0.0001064031,0.00007796352,0.00004675864,0.000009402791,0.00000483326,0.0001236594,0.000001502323,0.0003130693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3783494,"threshold_uncertainty_score":0.7522944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06869586428589887,"score_gpt":0.3196999039180773,"score_spread":0.2510040396321784,"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."}}