{"id":"W1550104257","doi":"","title":"Accounting for Vulnerability of African Countries in Performance Based Aid Allocation","year":2009,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"International Development and Aid","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Vulnerability (computing); Accounting; Business; Computer science; Computer security","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":[0.007385813,0.0006908775,0.0007522316,0.00184556,0.0008492586,0.002740113,0.0009196329,0.00107705,0.003005194],"category_scores_gemma":[0.03931752,0.00034937,0.0005262112,0.003436078,0.001677366,0.003859677,0.003505852,0.001256945,0.0002328984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002432886,"about_ca_system_score_gemma":0.002185437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00619715,"about_ca_topic_score_gemma":0.006678829,"domain_scores_codex":[0.9953621,0.003137826,0.0001528614,0.0002014441,0.0006413899,0.0005044573],"domain_scores_gemma":[0.9928845,0.004925462,0.0007568991,0.0007725121,0.0005045789,0.0001560636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001234807,0.00003326939,0.01721592,0.0001337791,0.00009843508,0.0002797581,0.0009152198,0.5321187,0.0006781575,0.3837152,0.001626989,0.06306113],"study_design_scores_gemma":[0.00003618706,0.0001341171,0.009097106,0.0001703579,0.00009244815,0.0001595803,0.0007333981,0.6374025,0.00210907,0.3429758,0.007034966,0.00005446831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4952969,0.001585855,0.4539824,0.003784052,0.0002273475,0.0003127306,0.0004010274,0.000184948,0.04422475],"genre_scores_gemma":[0.9689401,0.0003453286,0.02867882,0.00005336567,0.00002561038,0.0001035186,0.00004434498,0.00002549011,0.001783314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007385813,"threshold_uncertainty_score":0.03906035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851319784919052,"score_gpt":0.2691362727079035,"score_spread":0.250623074858713,"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."}}