{"id":"W4233980123","doi":"10.1287/opre.1110.0994","title":"Contributors","year":2011,"lang":"en","type":"article","venue":"Operations Research","topic":"Vehicle Routing Optimization Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Mathematical economics; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009278147,0.00004772683,0.00005754811,0.0001492626,0.0001910378,0.00005382138,0.0001362675,0.00004700602,0.001017219],"category_scores_gemma":[0.0002422188,0.00004749859,0.00001535549,0.0004483343,0.00004704279,0.0001220694,0.00002800484,0.0002127331,0.0004056952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005240384,"about_ca_system_score_gemma":0.00003032812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005382366,"about_ca_topic_score_gemma":0.00003094538,"domain_scores_codex":[0.9992329,0.000143317,0.0001139403,0.00009028673,0.0001835296,0.0002360217],"domain_scores_gemma":[0.9994441,0.00005502188,0.000001442543,0.0002032045,0.0002273611,0.00006889688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001163952,0.0001243693,0.003051407,0.00003935971,0.00008011716,0.00001958815,0.005780217,0.8653103,0.02127719,0.06976578,0.01124398,0.02329605],"study_design_scores_gemma":[0.0002164459,0.00003273486,0.00227152,0.000008573844,0.000002460041,0.000004210869,0.0001996698,0.9624001,0.02824247,0.000175553,0.006313086,0.0001331893],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2211336,0.0002540907,0.4774141,0.000176608,0.0004107904,0.0005746494,0.00001819394,0.0008289167,0.2991891],"genre_scores_gemma":[0.9030108,0.00003385637,0.09522065,0.000009905697,0.00005212683,0.00005111956,0.000007123644,0.00002183973,0.001592538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6818773,"threshold_uncertainty_score":0.999896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1671093907776051,"score_gpt":0.388648499712913,"score_spread":0.221539108935308,"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."}}