{"id":"W4388948551","doi":"10.1016/j.ejor.2023.11.031","title":"Operations research approaches for improving coordination, cooperation, and collaboration in humanitarian relief chains: A framework and literature review","year":2023,"lang":"en","type":"article","venue":"European Journal of Operational Research","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Institut de Valorisation des Données","keywords":"Humanitarian Logistics; Humanitarian aid; Supply chain; Conceptual framework; Process management; Computer science; Management science; Knowledge management; Empirical research; Business; Operations research; Sociology; Political science; Engineering; Marketing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02327229,0.001928319,0.001775444,0.01794161,0.002397919,0.01261137,0.003523788,0.004729882,0.005250945],"category_scores_gemma":[0.03305232,0.0008741757,0.001247068,0.03979019,0.006638418,0.01351495,0.003702875,0.003629935,0.0006161806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01093343,"about_ca_system_score_gemma":0.02946894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217768,"about_ca_topic_score_gemma":0.01461068,"domain_scores_codex":[0.9890493,0.005628813,0.001094578,0.0009453504,0.002547815,0.000734104],"domain_scores_gemma":[0.9022043,0.08303116,0.005240492,0.001273811,0.007317244,0.0009329925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001151904,0.0004285317,0.003404656,0.06469011,0.0003642011,0.0002445788,0.00607887,0.007523229,0.0003662781,0.372089,0.008052234,0.5366431],"study_design_scores_gemma":[0.00008222837,0.0003864601,0.009585517,0.2394743,0.001182333,0.0006488957,0.04023159,0.009929733,0.001187354,0.2777026,0.4193708,0.0002181373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003240345,0.9589746,0.01018393,0.01519647,0.0004328575,0.0001610644,0.00009210097,0.00002173652,0.01169694],"genre_scores_gemma":[0.06925035,0.9143268,0.01357536,0.001366135,0.0005138339,0.0002182072,0.0001088176,0.00001214519,0.0006284395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02327229,"threshold_uncertainty_score":0.1230771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1549398637471072,"score_gpt":0.381675411679805,"score_spread":0.2267355479326978,"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."}}