{"id":"W3214399172","doi":"10.5267/j.uscm.2021.10.011","title":"Factors affecting Lychee supply chain linkage and business performance","year":2021,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linkage (software); Supply chain; Business; Supply chain management; Sample (material); Chain (unit); Quality (philosophy); Industrial organization; Marketing","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001612799,0.0008137198,0.0007245645,0.0007528004,0.0008738419,0.001100574,0.0006713238,0.0001896746,0.001146654],"category_scores_gemma":[0.0001848381,0.0007807769,0.000204439,0.001988033,0.0001973058,0.001426362,0.001541647,0.0004072322,0.0002405828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001775749,"about_ca_system_score_gemma":0.00003807391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005214361,"about_ca_topic_score_gemma":0.0002992547,"domain_scores_codex":[0.9955442,0.000109899,0.0008172484,0.001343003,0.0009544687,0.001231193],"domain_scores_gemma":[0.9980845,0.0001922127,0.0003454014,0.0009826835,0.0003107113,0.00008447486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003180938,0.001679165,0.5144439,0.01926682,0.001524137,0.001683645,0.003690416,0.01003288,0.000472375,0.240342,0.04753029,0.1590162],"study_design_scores_gemma":[0.003972097,0.00006528851,0.4398006,0.001061895,0.0005539496,0.00001379928,0.01961642,0.02042955,0.0004006875,0.004724421,0.5067138,0.002647511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9238991,0.0008488342,0.003631705,0.006862835,0.001555779,0.001679168,0.00002370587,0.0006699757,0.06082887],"genre_scores_gemma":[0.982846,0.0005761523,0.001104973,0.004492613,0.001035473,0.0001250917,0.0005378132,0.0001194624,0.009162427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4591835,"threshold_uncertainty_score":0.9999364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497709056222202,"score_gpt":0.2377355055312407,"score_spread":0.2127584149690187,"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."}}