{"id":"W4380227674","doi":"10.1080/13675567.2023.2222660","title":"Supply chain sustainability in VUCA: role of BCT-driven SC mapping and ‘Visiceability’","year":2023,"lang":"en","type":"article","venue":"International Journal of Logistics Research and Applications","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Traceability; Sustainability; Supply chain; Visibility; Business; Process management; Marketing; Computer science; Geography","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":[0.002365579,0.00009147778,0.0001780159,0.001410689,0.0001047933,0.0001921952,0.0004727755,0.00004479078,0.0000264814],"category_scores_gemma":[0.001626563,0.00008789308,0.00003715644,0.001011338,0.0003573703,0.0003361538,0.0005931617,0.00027827,0.000007402764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002035685,"about_ca_system_score_gemma":0.0001102402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004321601,"about_ca_topic_score_gemma":0.00006476895,"domain_scores_codex":[0.9983345,0.00003759918,0.0004869829,0.0002030775,0.0006557453,0.0002820392],"domain_scores_gemma":[0.9966688,0.0005664739,0.0002096745,0.0001687408,0.002354042,0.00003231001],"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":[0.0001922338,0.0005679303,0.4481689,0.000597859,0.0001275703,0.0001437251,0.0004105468,0.002769961,0.0007884639,0.4855017,0.002356212,0.05837489],"study_design_scores_gemma":[0.0009097246,0.00006486797,0.2408387,0.0000918101,0.00001366898,0.00001185119,0.0182016,0.02418774,0.00002631587,0.5958439,0.1196484,0.0001613421],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.946306,0.000707644,0.01688521,0.02691458,0.0001983569,0.002087833,0.00005220343,0.00006262877,0.006785484],"genre_scores_gemma":[0.9987361,0.0002438023,0.0003063329,0.00005562106,0.0004145629,0.00006443051,0.00001845067,0.00001030364,0.0001504064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2073302,"threshold_uncertainty_score":0.3584176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04655735577131431,"score_gpt":0.3498783143647712,"score_spread":0.3033209585934569,"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."}}