{"id":"W4406033735","doi":"10.1108/bij-12-2023-0874","title":"Supply chain risks in the dairy industry","year":2025,"lang":"en","type":"article","venue":"Benchmarking An International Journal","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Centre for Global Health Research","funders":"","keywords":"Business; Supply chain; Supply chain risk management; Dairy industry; Supply chain management; Industrial organization; Marketing; Operations management; Service management; 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":[0.01505427,0.0008659509,0.0008111154,0.01148149,0.001748284,0.006137473,0.00109486,0.002798806,0.002461868],"category_scores_gemma":[0.03936325,0.0004116448,0.001485311,0.0132308,0.004224015,0.007189474,0.004037504,0.001869823,0.0002447347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006850873,"about_ca_system_score_gemma":0.01199768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008546188,"about_ca_topic_score_gemma":0.006849513,"domain_scores_codex":[0.9766084,0.013168,0.003119508,0.001259673,0.005225568,0.0006188633],"domain_scores_gemma":[0.921814,0.05756402,0.01172834,0.001344172,0.00695468,0.0005948157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002106016,0.0001365588,0.07585415,0.07837299,0.001471225,0.00185905,0.03057821,0.01712532,0.00115813,0.3418135,0.01108101,0.4403393],"study_design_scores_gemma":[0.00006260921,0.0004423056,0.04734234,0.144155,0.00129781,0.003335249,0.08097224,0.007857768,0.001870893,0.3848259,0.3275167,0.0003212426],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1253194,0.7226821,0.06460279,0.03746444,0.001405233,0.0009215205,0.001513742,0.0001077695,0.04598292],"genre_scores_gemma":[0.6874878,0.2823764,0.02196829,0.004846082,0.0004648176,0.0006645023,0.00053093,0.00002553639,0.001635497],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01505427,"threshold_uncertainty_score":0.07961553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02901655715063624,"score_gpt":0.3163255958955463,"score_spread":0.28730903874491,"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."}}