{"id":"W1562321490","doi":"10.5325/jafrideve.16.1.0001","title":"Aid and Economic Growth: A Robust Approach","year":2014,"lang":"en","type":"preprint","venue":"Journal of African Development","topic":"International Development and Aid","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Robustness (evolution); Aid effectiveness; Economics; Estimator; Panel data; Parametric statistics; Developing country; Sample (material); Econometrics; Public economics; Macroeconomics; Economic growth; Mathematics; Statistics","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":[0.0130581,0.0006224289,0.002026877,0.003240131,0.0006377842,0.003271884,0.001752469,0.001360777,0.01022281],"category_scores_gemma":[0.05017461,0.0004604839,0.00271181,0.003652395,0.001432347,0.001823565,0.002480444,0.001851621,0.001325609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001237265,"about_ca_system_score_gemma":0.001650673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01536304,"about_ca_topic_score_gemma":0.005735,"domain_scores_codex":[0.9923343,0.00535272,0.0002559189,0.000964754,0.0006557161,0.0004365725],"domain_scores_gemma":[0.9547428,0.03333224,0.004986204,0.004657164,0.001938353,0.0003431726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0006305738,0.0004931344,0.09760883,0.0005851198,0.004777044,0.0007610038,0.0003813683,0.5727494,0.0009845514,0.1931983,0.01069209,0.1171386],"study_design_scores_gemma":[0.000164409,0.0003035021,0.03634914,0.0001836257,0.0007463435,0.0001471736,0.0004277623,0.8271973,0.001524264,0.1202394,0.01259156,0.0001255102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3277929,0.005290967,0.6292151,0.005366478,0.000433281,0.000373857,0.006482542,0.002278929,0.02276599],"genre_scores_gemma":[0.9656761,0.001305113,0.02340449,0.0003133104,0.0002797489,0.0002285285,0.001962893,0.0001728221,0.006657076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01536304,"threshold_uncertainty_score":0.06905866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02972140709769265,"score_gpt":0.2596975765239945,"score_spread":0.2299761694263018,"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."}}