{"id":"W6976627463","doi":"10.60692/stpvv-m1h43","title":"A multi-criteria vertical coordination framework for a reliable aid distribution","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Text Readability and Simplification","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanitarian Logistics; Humanitarian aid; Supply chain; Process (computing); Quality (philosophy); Order (exchange)","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":[0.01140386,0.001748782,0.001029784,0.002711437,0.001696398,0.004756148,0.002711491,0.001847568,0.006162993],"category_scores_gemma":[0.008183946,0.0006952649,0.001958371,0.002498283,0.002424178,0.003239104,0.003266083,0.002159655,0.0006340204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005360186,"about_ca_system_score_gemma":0.007961155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006589172,"about_ca_topic_score_gemma":0.005575953,"domain_scores_codex":[0.9918157,0.005307958,0.0003339257,0.0006829353,0.001445128,0.0004142973],"domain_scores_gemma":[0.9962353,0.001892042,0.0004562278,0.0001869746,0.0009865315,0.0002428391],"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":[0.00004073588,0.00008397066,0.0006369862,0.0004553863,0.00009711013,0.0002584708,0.0005413352,0.4372914,0.0009518418,0.5250533,0.001973181,0.03261626],"study_design_scores_gemma":[0.00004009487,0.0001740498,0.0003290441,0.000363088,0.00006876208,0.0001023197,0.0006473719,0.7597201,0.000593884,0.2244273,0.01348136,0.0000526468],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003496984,0.000285642,0.9828604,0.0006937186,0.00004894323,0.0002901222,0.00008451907,0.00005558019,0.0121841],"genre_scores_gemma":[0.2410608,0.0005342948,0.7524049,0.0001939374,0.00006742036,0.001406604,0.0001584478,0.00005487633,0.004118706],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01140386,"threshold_uncertainty_score":0.06031007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05603057695129492,"score_gpt":0.2800731072372538,"score_spread":0.2240425302859589,"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."}}