{"id":"W4417241232","doi":"10.5267/j.jpm.2025.11.002","title":"Digital transformation and supply chain competitiveness: Evidence of dynamic capabilities from an emerging economy","year":2025,"lang":"en","type":"article","venue":"Journal of Project Management","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enabling; Competitive advantage; Dynamic capabilities; Digital transformation; Supply chain; Agile software development; Emerging markets; Mediation; Digital economy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000197572,0.0001002087,0.0001784922,0.0003286215,0.00002272509,0.0001139209,0.0001342579,0.00003196147,0.00001647901],"category_scores_gemma":[0.000006857349,0.00009771413,0.00004972536,0.0001384893,0.00003921393,0.002301101,0.00001443556,0.000105118,7.797208e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000429,"about_ca_system_score_gemma":0.0000223615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006337676,"about_ca_topic_score_gemma":0.000004647931,"domain_scores_codex":[0.9991882,0.00001607395,0.0005142988,0.00006416704,0.0001191397,0.00009805871],"domain_scores_gemma":[0.9996777,0.00006179943,0.00008638442,0.00008957357,0.00006006381,0.0000245005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004008593,0.0003721058,0.009155774,0.01424427,0.002043857,0.00003678818,0.02494858,0.06083561,0.0007365304,0.05280242,0.0005321548,0.833891],"study_design_scores_gemma":[0.01205662,0.002269838,0.1376104,0.03413132,0.00127415,0.0001199178,0.3058067,0.3524231,0.01611452,0.03629517,0.09902214,0.002876125],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8113204,0.001044473,0.07186719,0.0005184713,0.0004219968,0.0006245038,0.00006395856,0.00007051291,0.1140685],"genre_scores_gemma":[0.9990335,0.000287422,0.0005205817,0.00001518992,0.00001384793,0.000008800829,0.00000645302,0.000007379367,0.0001068748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8310149,"threshold_uncertainty_score":0.3984666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01351845867876829,"score_gpt":0.2659295862805101,"score_spread":0.2524111276017418,"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."}}