{"id":"W2232057712","doi":"10.69645/cutv9119","title":"Understanding recurrent and disruptive risk in supply chains","year":2012,"lang":"en","type":"article","venue":"˜The œbusiness & management collection.","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Business; Supply chain; Risk analysis (engineering); Marketing","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":[0.00128894,0.0002871934,0.0001873351,0.001219925,0.0007495414,0.004291277,0.0006191272,0.001100546,0.002082836],"category_scores_gemma":[0.008870207,0.0002580349,0.0002718004,0.0007524692,0.002092305,0.006531967,0.001883773,0.001070602,0.0001872601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002103824,"about_ca_system_score_gemma":0.001544775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008715034,"about_ca_topic_score_gemma":0.007221302,"domain_scores_codex":[0.9994375,0.0001888261,0.00003608703,0.00008748646,0.0001300467,0.0001199963],"domain_scores_gemma":[0.9962143,0.001621851,0.001206775,0.0002349579,0.0004402349,0.0002818428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001817597,0.0002149916,0.1599346,0.0001989151,0.0002555003,0.001202643,0.01814137,0.1775182,0.003293676,0.5381684,0.002541676,0.09834836],"study_design_scores_gemma":[0.00001083825,0.00007983614,0.04679038,0.0001699519,0.0000642649,0.0002875024,0.01450248,0.1608379,0.0008152106,0.7698445,0.006536398,0.00006070498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8959024,0.001410461,0.07014842,0.005197759,0.00003872845,0.00003770348,0.00008034891,0.00008939921,0.0270948],"genre_scores_gemma":[0.9977494,0.0002696576,0.001325355,0.00002754279,0.000009830926,0.00000544179,0.0000151491,0.000004181164,0.0005933951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008715034,"threshold_uncertainty_score":0.01732862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03507351345120319,"score_gpt":0.2381879814694174,"score_spread":0.2031144680182142,"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."}}