{"id":"W3125030852","doi":"","title":"Global Samaritans? Donor Election Cycles and the Allocation of Humanitarian Aid","year":2016,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"International Development and Aid","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Ontario; Ministry of Children, Community and Social Services; University of Guelph","funders":"","keywords":"Humanitarian aid; Natural disaster; Political science; Politics; Armed conflict; Political economy; Development economics; Economics; Geography; Law","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":[0.001181603,0.00009777273,0.0002203138,0.0005274508,0.0004156154,0.001335596,0.0002303896,0.0003059022,0.009878876],"category_scores_gemma":[0.006018091,0.00008466107,0.0001376902,0.001085874,0.0004869342,0.0005589558,0.0005722691,0.0004480671,0.00052553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004523644,"about_ca_system_score_gemma":0.0003432589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006311607,"about_ca_topic_score_gemma":0.009183506,"domain_scores_codex":[0.9996684,0.0001702898,0.00001158556,0.00004779511,0.00002014986,0.00008182774],"domain_scores_gemma":[0.9969478,0.001130163,0.001262783,0.0001604853,0.0001470482,0.0003517579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001020505,0.0001918269,0.8944079,0.0001114789,0.0002334142,0.0002575525,0.002458737,0.002724962,0.0004559364,0.02204443,0.01232489,0.06376835],"study_design_scores_gemma":[0.0001101573,0.0001625529,0.9407035,0.00008660414,0.0001248149,0.0001791221,0.007042966,0.004974209,0.0006693497,0.01331304,0.03260626,0.00002751921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776753,0.0009143018,0.000399177,0.002615868,0.00009845934,0.00001194105,0.0003858453,0.00002161929,0.01787755],"genre_scores_gemma":[0.9985083,0.0001298299,0.00003055744,0.00009000077,0.00002116411,0.000002865966,0.00006804832,0.000004869048,0.001144329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009878876,"threshold_uncertainty_score":0.03304815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02641498564712477,"score_gpt":0.3359388483713193,"score_spread":0.3095238627241945,"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."}}