{"id":"W3193641762","doi":"10.1002/prs.12302","title":"Pandemic risk management; protecting people while ensuring business continuity","year":2021,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Business; Work (physics); Pandemic; Risk management; Globe; Workforce; Risk analysis (engineering); Containment (computer programming); Service (business); Business continuity; Operations management; Coronavirus disease 2019 (COVID-19); Computer security; Marketing; Engineering; Finance; Computer science; Economic growth; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01335598,0.0007609356,0.0003749418,0.002553571,0.00335364,0.007609296,0.001928755,0.00209162,0.004797786],"category_scores_gemma":[0.02258012,0.0003389644,0.0005291798,0.001291845,0.003862518,0.008269521,0.00648839,0.002030194,0.0008418618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002614932,"about_ca_system_score_gemma":0.007520875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00438827,"about_ca_topic_score_gemma":0.003110318,"domain_scores_codex":[0.9915417,0.004138533,0.0004568158,0.0005881483,0.002738397,0.0005364871],"domain_scores_gemma":[0.9826782,0.006604231,0.003766509,0.002078432,0.004250193,0.0006223161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001306735,0.000322886,0.02067089,0.0005004568,0.00008972132,0.001058113,0.00997039,0.04912642,0.004483412,0.6288583,0.01752718,0.2672614],"study_design_scores_gemma":[0.00003704979,0.0002896294,0.008103997,0.001067816,0.00008394915,0.0009470377,0.0180529,0.1366458,0.01246975,0.6897335,0.1323918,0.0001767291],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1418006,0.00139588,0.7002787,0.02867137,0.0004836021,0.0007979761,0.0002352043,0.001283521,0.1250531],"genre_scores_gemma":[0.8904769,0.0006272667,0.1008273,0.0005223351,0.00008897399,0.0001301651,0.00009271492,0.00004975239,0.00718443],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01335598,"threshold_uncertainty_score":0.07063407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119760319986353,"score_gpt":0.2365758165801506,"score_spread":0.2253782133802871,"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."}}