{"id":"W4408998909","doi":"10.1007/978-3-031-74994-0_11","title":"Transportation Problems in Humanitarian Supply Chains","year":2025,"lang":"en","type":"book-chapter","venue":"Springer series in supply chain management","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Supply chain; Business; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006053079,0.0007776964,0.0005844468,0.001347941,0.001711676,0.004185838,0.0009245049,0.002420819,0.02271461],"category_scores_gemma":[0.003031678,0.0005204235,0.0006377912,0.00515264,0.002275582,0.004597906,0.001079725,0.002550471,0.001075959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003760032,"about_ca_system_score_gemma":0.001775144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01645498,"about_ca_topic_score_gemma":0.00942161,"domain_scores_codex":[0.9995963,0.0001774023,0.00001725586,0.00004441361,0.00008654917,0.00007811136],"domain_scores_gemma":[0.998548,0.00097763,0.0001263594,0.0000502475,0.000212634,0.00008506094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004779328,0.00007617202,0.0008577489,0.0003182603,0.00003497795,0.0004670608,0.000601349,0.06463348,0.0001540043,0.8152716,0.08265816,0.03487943],"study_design_scores_gemma":[0.00001372942,0.00002633947,0.0006217904,0.000328955,0.00001664807,0.0002189816,0.001713999,0.02150299,0.0001071159,0.8749844,0.1004421,0.00002306172],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08069981,0.1168679,0.09774697,0.05804482,0.003605846,0.0001656645,0.001036036,0.000116432,0.6417165],"genre_scores_gemma":[0.5772088,0.1066655,0.01079808,0.001118814,0.003621178,0.0001851219,0.0007808494,0.0001119218,0.2995098],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02271461,"threshold_uncertainty_score":0.07598794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447101743725934,"score_gpt":0.2043242406804529,"score_spread":0.1898532232431935,"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."}}