{"id":"W4323309118","doi":"10.3386/w31007","title":"Remote Work across Jobs, Companies, and Space","year":2023,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Commonwealth Scholarship Commission; Harvard Business School; London School of Economics and Political Science; University of Chicago; John Templeton Foundation","keywords":"Flagging; Work (physics); Space (punctuation); Computer science; Zoom; Data science; World Wide Web; Business; Artificial intelligence; Marketing; Geography; Engineering; Cartography","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":[0.000758588,0.0003232219,0.0002237327,0.002330379,0.001052384,0.001682982,0.0003391677,0.0004114145,0.0064814],"category_scores_gemma":[0.005793643,0.0001519301,0.0002555436,0.003760582,0.0006789708,0.002384826,0.002022815,0.0007146703,0.002198811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000519731,"about_ca_system_score_gemma":0.0004427736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01908135,"about_ca_topic_score_gemma":0.04471865,"domain_scores_codex":[0.9989939,0.0002187257,0.000057182,0.0002080299,0.000341996,0.000180099],"domain_scores_gemma":[0.9955863,0.001084605,0.001787807,0.0004348788,0.0006009683,0.0005053147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002400525,0.0001497173,0.870684,0.0002263276,0.00006080637,0.0002676019,0.003392343,0.001275328,0.001922032,0.002228301,0.01977259,0.09978097],"study_design_scores_gemma":[0.000008814172,0.0001316958,0.9601457,0.00009044987,0.00001595628,0.000271156,0.01001003,0.003099976,0.0008001289,0.001062984,0.0243364,0.0000268381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732526,0.0006648944,0.001518153,0.00139708,0.0001219743,0.00005610311,0.007197173,0.0001002876,0.01569179],"genre_scores_gemma":[0.9889447,0.0004345815,0.001529663,0.0002648598,0.0001180768,0.00003945118,0.003447191,0.0000358916,0.005185449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01908135,"threshold_uncertainty_score":0.03794056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4534207139051512,"score_gpt":0.5531517245768374,"score_spread":0.09973101067168622,"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."}}