{"id":"W4412694328","doi":"10.1007/978-3-030-54621-2_667-1","title":"Stochastic Vehicle RoutingProblems","year":2025,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Optimization","topic":"Vehicle Routing Optimization Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000242704,0.0004015677,0.0005178771,0.000367343,0.00006031857,0.00002532425,0.0002585673,0.0004766443,0.0005345649],"category_scores_gemma":[0.0001536072,0.0004832296,0.0001348574,0.000150621,0.00005714895,0.0001260937,0.0000721055,0.0003764261,0.00002418061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306726,"about_ca_system_score_gemma":0.0000949211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002980584,"about_ca_topic_score_gemma":0.000001171957,"domain_scores_codex":[0.9983487,0.00002468196,0.0007553998,0.0003252757,0.0003000917,0.0002459066],"domain_scores_gemma":[0.9988402,0.0001782493,0.0002482839,0.0004414376,0.0002164497,0.00007543026],"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":[0.000004360326,0.000007027857,0.000005211606,0.0001964445,0.00006646096,0.000001176798,0.00008752711,0.9822727,0.000005267346,0.005688073,0.002233968,0.009431751],"study_design_scores_gemma":[0.0002947512,0.00002449366,0.000004628221,0.0004417463,0.000135295,0.000001625887,0.000004844278,0.9853035,0.00002261428,0.0008247771,0.01250746,0.0004343296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002275256,0.0003469238,0.4829257,0.00001431959,0.0004705591,0.0002359717,0.00002229756,0.0002991811,0.5156828],"genre_scores_gemma":[0.0006626094,0.002384254,0.4548564,0.0000358914,0.0003199755,0.00003023175,0.000382327,0.0002830449,0.5410452],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02806924,"threshold_uncertainty_score":0.9997619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00927828317183463,"score_gpt":0.2258627667009326,"score_spread":0.2165844835290979,"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."}}