{"id":"W4402202143","doi":"10.54254/2753-7064/39/20242253","title":"The Impact of Remote Work on Workplace Loneliness During and after COVID-19: A Literature Review","year":2024,"lang":"en","type":"review","venue":"Communications in Humanities Research","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Loneliness; Coronavirus disease 2019 (COVID-19); Work (physics); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Medicine; Engineering; Social psychology; Virology; Mechanical engineering","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00527105,0.0003606335,0.001366721,0.001447809,0.0005262168,0.0004720452,0.002367512,0.0002836461,0.0001062055],"category_scores_gemma":[0.005264818,0.0002690114,0.0004127806,0.002487108,0.0008211624,0.000132029,0.001820624,0.002780806,0.0001693527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001650913,"about_ca_system_score_gemma":0.000582754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003277464,"about_ca_topic_score_gemma":0.0002274657,"domain_scores_codex":[0.9966846,0.0007424338,0.001398314,0.0005047183,0.000142604,0.0005274],"domain_scores_gemma":[0.991563,0.003903364,0.0004076599,0.003846726,0.0001445939,0.0001346235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00020308,0.0003080025,0.0004507745,0.4006896,0.00101217,0.0001313846,0.008379211,0.00001836772,3.142873e-8,0.06034211,0.03302045,0.4954448],"study_design_scores_gemma":[0.000103264,0.00003225489,0.00007778641,0.110617,0.00003186948,0.00001651295,0.00004365875,0.0000249665,6.778827e-9,0.004651675,0.8841802,0.0002207651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002988701,0.993117,0.000003244689,0.0009804588,0.00007384819,0.001451544,0.0003428485,0.00002566829,0.00397551],"genre_scores_gemma":[0.0004187666,0.9946223,0.00005895995,0.000133882,0.00007721707,0.0004197865,0.00008242906,0.00007338057,0.004113228],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8511598,"threshold_uncertainty_score":0.9999762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.36208589958933,"score_gpt":0.4954589833024166,"score_spread":0.1333730837130866,"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."}}