{"id":"W2156638819","doi":"10.1017/s1355770x14000679","title":"Where is the money? Post-disaster foreign aid flows","year":2014,"lang":"en","type":"article","venue":"Environment and Development Economics","topic":"International Development and Aid","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Natural disaster; Humanitarian aid; Business; Aid effectiveness; Diversity (politics); Development economics; Economics; Natural resource economics; Developing country; Economic growth; Political science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004795385,0.0001333978,0.0001109114,0.00003531276,0.0005897406,0.0001183325,0.0002143426,0.00006534874,0.001489826],"category_scores_gemma":[0.00001121294,0.0001069265,0.00003326595,0.00001734544,0.0001219808,0.0002017333,0.0001094145,0.00007270421,0.0006791651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280974,"about_ca_system_score_gemma":0.00006336665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004001507,"about_ca_topic_score_gemma":0.0002747134,"domain_scores_codex":[0.9991074,0.00003963556,0.000228873,0.000232943,0.0001393231,0.0002518847],"domain_scores_gemma":[0.9996461,0.00007008346,0.00007623537,0.0001123058,0.000009234369,0.00008601147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009708126,0.0001561221,0.175019,0.00003218608,0.0003084333,0.000002437576,0.1092115,0.0001444487,0.00008281546,0.5462437,0.01617406,0.1525283],"study_design_scores_gemma":[0.0002627815,0.00001291261,0.02033214,0.000007968745,0.000004532479,5.890084e-7,0.002179368,0.0001470904,0.0001326992,0.004511854,0.9721988,0.0002092215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8762866,0.0001461763,0.0004184278,0.008555693,0.0002754579,0.0002790751,0.00000456508,0.00002811668,0.1140059],"genre_scores_gemma":[0.9702895,0.001632875,0.006825446,0.003927495,0.0003254689,0.00005158356,0.00002970542,0.00002316933,0.01689471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9560248,"threshold_uncertainty_score":0.999423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032645377612981,"score_gpt":0.1979784144287528,"score_spread":0.187651960652623,"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."}}