{"id":"W2768788696","doi":"10.4102/ac.v17i1.496","title":"Cross-departmental collaboration in strategic sourcing as a catalyst for supplier development: The case of Eskom","year":2017,"lang":"en","type":"article","venue":"Acta Commercii","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada","funders":"","keywords":"Strategic sourcing; Procurement; Business; Supplier relationship management; Strategic planning; Supply chain; Supply chain management; Process management; Industrial organization; Commodity; Marketing; Operations management; Strategic financial management; Economics; Finance","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":[0.006134652,0.0003135414,0.0002405176,0.001126283,0.01332606,0.008094955,0.001335632,0.003068919,0.01294438],"category_scores_gemma":[0.007635696,0.0005246546,0.000374529,0.001834193,0.006577213,0.005912616,0.006254354,0.00300533,0.001202384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007636542,"about_ca_system_score_gemma":0.00850471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01021225,"about_ca_topic_score_gemma":0.02087918,"domain_scores_codex":[0.9933031,0.004616623,0.0001424365,0.0003009437,0.0004884021,0.001148496],"domain_scores_gemma":[0.9896237,0.005777385,0.001041347,0.000448279,0.0008140798,0.00229513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002429067,0.0006090511,0.04947869,0.0005514027,0.00005843665,0.08425696,0.6602138,0.00239212,0.002935859,0.1465125,0.007308987,0.04543938],"study_design_scores_gemma":[0.00003610518,0.0001388998,0.01039055,0.0003153199,0.00002991341,0.007325313,0.8973883,0.002540412,0.001154976,0.01362431,0.06701464,0.00004121862],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9249515,0.0006309386,0.005354806,0.01038756,0.00006011797,0.00006259536,0.00002292679,0.00003029779,0.05849924],"genre_scores_gemma":[0.9917331,0.0004026183,0.001444741,0.0004789959,0.00001298124,0.00002734899,0.00001128317,0.0000134016,0.0058755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01332606,"threshold_uncertainty_score":0.05540729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04613226533774642,"score_gpt":0.3269458225345417,"score_spread":0.2808135571967952,"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."}}