{"id":"W2182664929","doi":"","title":"RESEARCH ISSUES IN HUMANITARIAN AID SUPPLY CHAIN MANAGEMENT","year":2012,"lang":"en","type":"article","venue":"","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Humanitarian Logistics; Supply chain; Scope (computer science); Humanitarian aid; Supply chain management; Business; Operations management; Marketing; Industrial organization; Economics; Computer science; Economic growth","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":[0.01225329,0.0008869839,0.001104222,0.004624215,0.003716853,0.01529063,0.002762305,0.006152846,0.01440978],"category_scores_gemma":[0.03213961,0.0006833089,0.0006535143,0.0230252,0.007089538,0.02430981,0.001931828,0.003523633,0.002797255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006836809,"about_ca_system_score_gemma":0.007900879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008174584,"about_ca_topic_score_gemma":0.004875529,"domain_scores_codex":[0.9899795,0.005797564,0.0006601965,0.001104274,0.001763289,0.0006952679],"domain_scores_gemma":[0.9388276,0.04688514,0.00359678,0.002119567,0.007350587,0.001220241],"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":[0.00006390169,0.0003560539,0.004656961,0.001718797,0.00004601586,0.000355932,0.002357175,0.01584885,0.0001582047,0.7465453,0.01775638,0.2101365],"study_design_scores_gemma":[0.00001443499,0.000115667,0.002392385,0.002362201,0.0000187693,0.0003123301,0.01245536,0.01853643,0.0003312504,0.811231,0.1521654,0.0000647879],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04360101,0.4416323,0.1166372,0.2008892,0.004061184,0.0003586924,0.0006478644,0.0002167659,0.1919558],"genre_scores_gemma":[0.4965817,0.4229359,0.04657115,0.004413484,0.008008232,0.00036219,0.0004972899,0.00006813433,0.02056194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01529063,"threshold_uncertainty_score":0.06480235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07328108731508867,"score_gpt":0.3239779810737686,"score_spread":0.25069689375868,"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."}}