{"id":"W4238914673","doi":"10.1287/opre.1110.0981","title":"Contributors","year":2011,"lang":"en","type":"article","venue":"Operations Research","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001367835,0.0009148181,0.0007178461,0.002276086,0.002488303,0.006488217,0.001921008,0.002436886,0.6663519],"category_scores_gemma":[0.009001782,0.0003309097,0.0005597774,0.002569016,0.0005786298,0.004499185,0.003558488,0.001988948,0.5107176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002148225,"about_ca_system_score_gemma":0.003500836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002320807,"about_ca_topic_score_gemma":0.003188413,"domain_scores_codex":[0.9983352,0.0001994555,0.00009394208,0.0003315075,0.0007982712,0.0002416762],"domain_scores_gemma":[0.9943092,0.0004473842,0.0001384314,0.0005302789,0.003200862,0.001373918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001778977,0.00001337,0.0001306724,0.0000588779,0.000001488578,0.0000321778,0.00006572898,0.00002687733,0.00007620297,0.003919652,0.9495325,0.0461246],"study_design_scores_gemma":[0.000002766191,0.000004800004,0.0001471018,0.00004883022,9.833777e-7,0.00003227998,0.00009475902,0.00001821639,0.00003177861,0.0008196695,0.9987963,0.000002584257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001404198,0.005210715,0.003041705,0.03002896,0.05431469,0.0004356608,0.007282849,0.001858294,0.8964229],"genre_scores_gemma":[0.003518785,0.002570267,0.001097308,0.00455008,0.004593781,0.0001650934,0.003763089,0.0005032833,0.9792383],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3336481,"threshold_uncertainty_score":0.4759085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2441251399196378,"score_gpt":0.3393682371294552,"score_spread":0.09524309720981741,"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."}}