{"id":"W3088362510","doi":"","title":"The empirical study of personal value and business performance in supply chain collaboration","year":2020,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Supply chain; Business; Value (mathematics); Empirical research; Chain (unit); Supply chain management; Marketing; Industrial organization; Process management; Operations management; Computer science; Statistics; Economics","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":[0.001590481,0.0003797224,0.0004393462,0.0003636169,0.0004455869,0.0004228509,0.0005698854,0.00007291766,0.00009348427],"category_scores_gemma":[0.0001206145,0.0003098784,0.00005878472,0.002237237,0.0001677215,0.0007088002,0.0007049328,0.0002284487,0.00004068323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009399086,"about_ca_system_score_gemma":0.00003004253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006222809,"about_ca_topic_score_gemma":0.0007992053,"domain_scores_codex":[0.9969543,0.0001361545,0.0007891638,0.0006907415,0.0008740971,0.0005554918],"domain_scores_gemma":[0.9989664,0.0001373352,0.0002866963,0.0003751572,0.0001920044,0.00004242695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001690002,0.002057385,0.8070984,0.004052338,0.0004769253,0.0002155591,0.02336442,0.02364096,0.00003824775,0.0740311,0.02309662,0.04023805],"study_design_scores_gemma":[0.005607311,0.0003116787,0.4965115,0.0001866496,0.0001991018,0.000001160885,0.09654371,0.2013026,0.000007405893,0.001244597,0.1972554,0.0008288713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566298,0.0002511775,0.0003713585,0.03423828,0.0002803385,0.002738794,0.00000818647,0.0001004408,0.005381674],"genre_scores_gemma":[0.994621,0.0002192309,0.000132545,0.003873543,0.0003709778,0.000257517,0.00005219041,0.0000376558,0.000435383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3105869,"threshold_uncertainty_score":0.9999353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03927911614135981,"score_gpt":0.2692283092212199,"score_spread":0.2299491930798601,"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."}}