{"id":"W4404599058","doi":"10.5267/j.uscm.2024.7.027","title":"Enhancing supply chain management to contribute the efficiency of the sharing economy in Vietnam","year":2024,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Impulse Buying and Technology Impacts","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Supply chain; Sharing economy; Context (archaeology); Supply chain management; Production (economics); Quality (philosophy); Industrial organization; Economy; Economics; Marketing; Microeconomics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002441757,0.0003192423,0.0004696585,0.0008654193,0.0002194902,0.0001899564,0.00129768,0.0001107016,0.0001714231],"category_scores_gemma":[0.00007131082,0.0002519393,0.0002058904,0.001373785,0.0001165044,0.0001294464,0.000848308,0.0003398227,0.0002697835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004825833,"about_ca_system_score_gemma":0.00001772501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002894515,"about_ca_topic_score_gemma":0.0001693259,"domain_scores_codex":[0.9972627,0.00004061165,0.0009764411,0.0008059899,0.0001100572,0.0008041837],"domain_scores_gemma":[0.9985206,0.000114026,0.0002038785,0.00106597,0.00002006975,0.00007542464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002672614,0.0001394396,0.01775132,0.0006118202,0.0003354002,0.00009100825,0.002486967,0.005439879,0.00002920734,0.9594679,0.004117785,0.009502558],"study_design_scores_gemma":[0.003873402,0.0004056892,0.05191131,0.002822988,0.0001794771,0.00002668937,0.008557647,0.06428608,0.002559192,0.2287911,0.6344879,0.00209854],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6565564,0.0112934,0.0453844,0.09708324,0.004699611,0.01034473,0.0003645494,0.0007037336,0.1735699],"genre_scores_gemma":[0.9916338,0.0002267809,0.0005021334,0.001376021,0.00006420157,0.0003441825,0.00001143416,0.0000429656,0.005798528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7306768,"threshold_uncertainty_score":0.9999933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435790484693668,"score_gpt":0.2279152122089289,"score_spread":0.2135573073619922,"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."}}