{"id":"W1839158216","doi":"10.1111/dpr.12033","title":"The Hollow Ring of Donor Commitment: Country Concentration and the Decoupling of Aid‐Effectiveness Norms from Donor Practice","year":2013,"lang":"en","type":"article","venue":"Development Policy Review","topic":"International Development and Aid","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Decoupling (probability); Norm (philosophy); Aid effectiveness; Political science; Developing country; Business; Economics; Economic growth; Law; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.002438624,0.0001146587,0.0002722387,0.00001953203,0.0005193847,0.00008778086,0.0002966777,0.0000385999,0.00004645316],"category_scores_gemma":[0.001255357,0.00006527446,0.0000454349,0.0002434338,0.0003309899,0.0003424251,0.00007747945,0.00008779693,0.00001965191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001330291,"about_ca_system_score_gemma":0.0004595201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00488446,"about_ca_topic_score_gemma":0.0003568153,"domain_scores_codex":[0.9984245,0.0003206014,0.0005020286,0.0001376987,0.0004182497,0.0001969362],"domain_scores_gemma":[0.9973008,0.001769813,0.000444014,0.0001227846,0.0003157996,0.00004676464],"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":[0.0002226184,0.0001650781,0.04150322,0.001837817,0.0009392594,0.000001510516,0.02878697,0.00001344089,0.0002601874,0.7830265,0.001368439,0.1418749],"study_design_scores_gemma":[0.002627221,0.00002668568,0.1865421,0.00664656,0.0001667908,0.000002663945,0.002081508,0.0001137195,0.001960661,0.006903591,0.7924535,0.0004750503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7609786,0.1055781,0.0005009716,0.04703192,0.0009857459,0.007156472,0.00002560119,0.00006650166,0.07767609],"genre_scores_gemma":[0.8825632,0.1134099,0.001661687,0.00162606,0.0001439026,0.0002772636,0.00002365497,0.00001078552,0.0002834695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.791085,"threshold_uncertainty_score":0.7383875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838579854740682,"score_gpt":0.3254401415545942,"score_spread":0.3070543430071874,"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."}}