{"id":"W4328024873","doi":"10.5267/j.uscm.2023.1.011","title":"The effect of supply chain innovation and e-procurement implementation on supply chain performance of manufacturing organization","year":2023,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supply chain; Structural equation modeling; Procurement; Business; Supply chain management; Industrial organization; Variables; Process management; Marketing; Computer science","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":[0.004241553,0.0002416815,0.0002466547,0.0005175385,0.0006729802,0.0001300371,0.0003288087,0.00006929738,0.0001096997],"category_scores_gemma":[0.0002235475,0.0001979149,0.00004207332,0.001687997,0.0001655242,0.0002514924,0.0002109859,0.00009939956,0.00001338294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002450105,"about_ca_system_score_gemma":0.00005004071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002522406,"about_ca_topic_score_gemma":0.0001598998,"domain_scores_codex":[0.9972803,0.0002878237,0.0006400488,0.0003696621,0.0009135684,0.0005086138],"domain_scores_gemma":[0.9986804,0.0005038119,0.0003803989,0.0002382306,0.0001428562,0.00005433036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004286188,0.00006407179,0.5054437,0.001078219,0.0002776851,0.000008904177,0.01229599,0.001030105,0.0006559606,0.04798372,0.005567183,0.4251659],"study_design_scores_gemma":[0.005458236,0.00179744,0.7695794,0.001008406,0.000177546,0.000001411444,0.04784692,0.002652775,0.1276517,0.002607049,0.03995925,0.001259833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914588,0.00003491954,0.00007209336,0.001969328,0.0002805527,0.001687552,0.00001353361,0.0001067581,0.004376423],"genre_scores_gemma":[0.9972824,0.0004727957,0.0001569219,0.00008619991,0.00008296133,0.0001331957,0.0002460841,0.00002851386,0.001510945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.423906,"threshold_uncertainty_score":0.8070737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226002395516999,"score_gpt":0.2708971399487851,"score_spread":0.2586371159936151,"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."}}