{"id":"W3209975329","doi":"10.3390/logistics5040078","title":"Supply Chain Resilience Roadmaps for Major Disruptions","year":2021,"lang":"en","type":"article","venue":"Logistics","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"Cape Breton University","keywords":"Supply chain; Supply chain risk management; Risk analysis (engineering); Resilience (materials science); Mindset; Vulnerability (computing); Process management; Event (particle physics); Plan (archaeology); Business; Computer science; Unexpected events; Supply chain management; Service management; Operations management; Systems engineering; Engineering; Computer security; Marketing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001741356,0.001326934,0.0003247812,0.007198387,0.001079983,0.003216766,0.001216502,0.001223952,0.01726608],"category_scores_gemma":[0.007566427,0.0003988384,0.001104757,0.005239339,0.0009314252,0.003649203,0.003096766,0.001380959,0.002178031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002283705,"about_ca_system_score_gemma":0.003915287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008649066,"about_ca_topic_score_gemma":0.009161897,"domain_scores_codex":[0.9989232,0.0003691549,0.00007430449,0.0001297542,0.0003575023,0.0001460658],"domain_scores_gemma":[0.9966704,0.001088574,0.0004228432,0.0002859406,0.001354213,0.0001779738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001820488,0.0001240519,0.007388142,0.001619592,0.00008462212,0.0006718115,0.002846882,0.4502378,0.002532394,0.2220585,0.02950375,0.2827505],"study_design_scores_gemma":[0.00005661019,0.0002316869,0.01096877,0.001963854,0.00008667667,0.0005843814,0.007058108,0.3988856,0.004746208,0.2883899,0.2868052,0.0002230045],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04951171,0.002163095,0.8153725,0.003292916,0.0002670868,0.001708095,0.006606746,0.00407331,0.1170046],"genre_scores_gemma":[0.3316413,0.002911117,0.6449323,0.0001347016,0.00004966143,0.001810472,0.006402194,0.0003433064,0.01177485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01726608,"threshold_uncertainty_score":0.05776083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02386812440452148,"score_gpt":0.2639295558657551,"score_spread":0.2400614314612336,"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."}}