{"id":"W4385992436","doi":"10.5267/j.uscm.2023.6.006","title":"Exploring the role of supplier integration, customer integration on operational performance by mediating the SMEs supply chain flexibility","year":2023,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Management and Optimization Techniques","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Structural equation modeling; Supply chain; Likert scale; Business; Supply chain management; Process management; Sample (material); Data collection; Operations management; Marketing; Computer science; Engineering; Psychology; Economics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001692162,0.0003936407,0.0002372735,0.0007287887,0.0005715398,0.002107273,0.0003315368,0.0003567255,0.004006022],"category_scores_gemma":[0.005564081,0.0001325223,0.0003373363,0.0007513368,0.0005503044,0.001391927,0.00170605,0.0004112151,0.0002221563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005731158,"about_ca_system_score_gemma":0.001419424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002307957,"about_ca_topic_score_gemma":0.002485387,"domain_scores_codex":[0.9985696,0.0006970476,0.00009231154,0.0001082939,0.0003037194,0.0002290608],"domain_scores_gemma":[0.9946805,0.0026935,0.001424473,0.000151857,0.0005044849,0.0005451628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004024236,0.0007567588,0.8766456,0.0004651886,0.0003283318,0.002353333,0.01644547,0.004017106,0.01018093,0.007218648,0.000325868,0.08086036],"study_design_scores_gemma":[0.00002501315,0.0008886129,0.9477029,0.0003660931,0.0003438816,0.0006447452,0.0325381,0.007790871,0.003913344,0.003022558,0.002710516,0.00005333315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931017,0.0001529854,0.0007607373,0.0001806437,0.000003608496,0.00001119038,0.00001592301,0.000005477441,0.005767849],"genre_scores_gemma":[0.9996586,0.00004906019,0.000138524,0.000008441647,0.000001518156,0.000002116908,0.000005406499,6.362273e-7,0.0001356612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004006022,"threshold_uncertainty_score":0.01340151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02800915075622136,"score_gpt":0.2409631706840513,"score_spread":0.2129540199278299,"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."}}