{"id":"W4248050988","doi":"10.21916/mlr.2021.15","title":"Teleworking and lost work during the pandemic: new evidence from the CPS","year":2021,"lang":"en","type":"article","venue":"Monthly labor review","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Quarter (Canadian coin); Unemployment; Work (physics); Coronavirus disease 2019 (COVID-19); Demographic economics; Population; Telecommuting; Temporary work; Business; Demography; Economic growth; Geography; Economics; Sociology; Engineering; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001183867,0.000167155,0.0003341326,0.000007547637,0.0006152535,0.0001939593,0.0005987312,0.00008343842,0.0004356015],"category_scores_gemma":[0.001742404,0.00009818614,0.00008296156,0.0007777173,0.0002173087,0.0001994033,0.000204842,0.0003633123,0.00008198706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008826807,"about_ca_system_score_gemma":0.0002418933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133669,"about_ca_topic_score_gemma":0.01238154,"domain_scores_codex":[0.9978305,0.0007064625,0.0002832675,0.0003774028,0.0004319098,0.0003705017],"domain_scores_gemma":[0.9974835,0.001574452,0.0001487205,0.0005791722,0.00009836366,0.0001157945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001319578,0.00002108648,0.845949,0.0004044161,0.00008206101,0.00003684472,0.01463525,0.000005847206,0.0000650505,0.0004544854,0.0217066,0.1166262],"study_design_scores_gemma":[0.00008491488,0.000003667375,0.4278673,0.0151765,0.00008024711,0.000001212414,0.001701801,2.991132e-7,0.000009769278,0.0004716265,0.5544307,0.0001719826],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1388453,0.8261812,0.000002639167,0.03203626,0.0002726507,0.0003836509,0.000007392899,0.0000609983,0.002209977],"genre_scores_gemma":[0.1099193,0.8832826,0.0002184307,0.003018359,0.001037795,0.00002846677,0.000001967037,0.00001896754,0.002474085],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5327241,"threshold_uncertainty_score":0.6909188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05605553581990132,"score_gpt":0.3182839845913072,"score_spread":0.2622284487714059,"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."}}