{"id":"W3158927529","doi":"","title":"THE IMPACT OF WORKING FROM HOME ON PRODUCTIVITY. A STUDY ON THE PANDEMIC PERIOD","year":2020,"lang":"en","type":"article","venue":"Annals of Faculty of Economics","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Productivity; Pandemic; Work (physics); Quarter (Canadian coin); Worry; Mental health; Business; Psychology; Public relations; Coronavirus disease 2019 (COVID-19); Medicine; Political science; Engineering; Economic growth; Geography; Anxiety; Economics","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":[0.00254203,0.0003256752,0.0003949311,0.001268674,0.002027245,0.002282926,0.0007170007,0.0007758067,0.004735551],"category_scores_gemma":[0.01012666,0.000254401,0.001084463,0.001268136,0.0009230465,0.002100623,0.002334269,0.001866769,0.000623868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001898337,"about_ca_system_score_gemma":0.001599645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01490998,"about_ca_topic_score_gemma":0.01117205,"domain_scores_codex":[0.9978531,0.0007288173,0.0001974221,0.0001981302,0.0004633054,0.0005590824],"domain_scores_gemma":[0.9920109,0.002016833,0.002464837,0.0002510123,0.0008458073,0.002410616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005291862,0.001183205,0.8985303,0.0005789881,0.0002509132,0.0009390306,0.03181225,0.0001336983,0.0003719253,0.0009798426,0.004897376,0.05979325],"study_design_scores_gemma":[0.00002077591,0.0003864968,0.9540275,0.0002705763,0.00005158443,0.0002819872,0.03963225,0.00007908009,0.00007210776,0.0001993863,0.004951177,0.00002707853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866953,0.003750233,0.0001171589,0.002328898,0.0002706577,0.00005134709,0.0004236127,0.000004930442,0.006357937],"genre_scores_gemma":[0.9970495,0.001106421,0.00008421891,0.0003869495,0.00007267411,0.00003361444,0.0001313299,0.000005904018,0.001129409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01490998,"threshold_uncertainty_score":0.0296464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3514549553772998,"score_gpt":0.3508078378126146,"score_spread":0.0006471175646852179,"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."}}