{"id":"W3150709252","doi":"10.3390/su13073993","title":"Organizations’ Management of the COVID-19 Pandemic: A Scoping Review of Business Articles","year":2021,"lang":"en","type":"review","venue":"Sustainability","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Crisis management; Inclusion (mineral); Sustainability; Work (physics); Corporate social responsibility; Newspaper; Public relations; Business; Political science; Sociology; Social science; Engineering; Medicine","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002739837,0.0002923061,0.002346777,0.0001726246,0.00009535309,0.00002177288,0.0006652417,0.0001804127,0.00045895],"category_scores_gemma":[0.02000974,0.0002470923,0.0004411742,0.003680199,0.0002232035,0.00009515058,0.0006319284,0.0002124382,0.000009017005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002406138,"about_ca_system_score_gemma":0.003887857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002844981,"about_ca_topic_score_gemma":0.00001820337,"domain_scores_codex":[0.9966674,0.0002490982,0.002077209,0.000586569,0.0001033948,0.0003162911],"domain_scores_gemma":[0.9952693,0.0004688851,0.001802481,0.001542736,0.0008069169,0.0001096957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001093796,0.00008425344,0.008342137,0.9286972,0.0001251769,0.00000353632,0.000104965,0.00001837141,5.461998e-9,0.01397173,0.0002433809,0.04840815],"study_design_scores_gemma":[0.0002287934,0.000009474721,0.0006003948,0.2475541,0.0003981898,0.0000151918,0.00009664733,0.00000304002,2.648226e-7,0.008534343,0.7421926,0.0003669925],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002742072,0.9935641,0.001978546,0.0008500293,0.0001658436,0.003066187,0.0001326131,0.00002661926,0.0001886368],"genre_scores_gemma":[0.0002618928,0.9986919,0.00008494593,0.0005217461,0.00002336624,0.0001131588,0.00003367845,0.00003540803,0.0002338873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7419492,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1197771164014179,"score_gpt":0.3748573160385842,"score_spread":0.2550801996371662,"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."}}