{"id":"W3099161598","doi":"10.1111/joms.12669","title":"How COVID‐19 Informs Business Sustainability Research: It’s Time for a Systems Perspective","year":2020,"lang":"en","type":"article","venue":"Journal of Management Studies","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; Western University","funders":"","keywords":"Temporalities; Prosperity; Leverage (statistics); Sustainability; Perspective (graphical); Pandemic; Coronavirus disease 2019 (COVID-19); Context (archaeology); Business; Sociology; Political science; Environmental ethics; Economic system; Public relations; Economics; Economic growth; Geography; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.003191625,0.0002988279,0.0006472163,0.0008132601,0.0006973852,0.0008591015,0.0007759874,0.00005566852,0.00002397856],"category_scores_gemma":[0.004812952,0.000212105,0.0002343439,0.001591731,0.0003071422,0.001860628,0.0009226556,0.0002585443,0.00004351768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000704882,"about_ca_system_score_gemma":0.0001003455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009614662,"about_ca_topic_score_gemma":0.00001303553,"domain_scores_codex":[0.9970987,0.00005139871,0.0006611041,0.0004031367,0.001165672,0.0006199403],"domain_scores_gemma":[0.9938679,0.0003034698,0.0007257086,0.0002821411,0.004738503,0.00008230329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009168551,0.0002502564,0.001852271,0.008941451,0.001724099,0.0003243691,0.003586251,0.005999882,0.000006416751,0.102892,0.8703535,0.003152627],"study_design_scores_gemma":[0.00150268,0.0001113911,0.0007603145,0.0001138949,0.0002503212,0.000003188697,0.3020915,0.001328856,0.000001254362,0.01071364,0.6828723,0.0002506903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01587636,0.006169708,0.02101966,0.9287866,0.001869954,0.006815744,0.00001181981,0.0002270621,0.01922305],"genre_scores_gemma":[0.9647726,0.002590291,0.0006441814,0.01434653,0.005734658,0.0003635641,0.00001037698,0.00008242937,0.01145538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9488962,"threshold_uncertainty_score":0.864939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171329470979277,"score_gpt":0.3657465278131998,"score_spread":0.2486135807152721,"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."}}