{"id":"W3179982831","doi":"10.1080/09638180.2021.1936587","title":"Are Foreign Donors Good Monitors?","year":2021,"lang":"en","type":"article","venue":"European Accounting Review","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Government (linguistics); Accounting; Quality (philosophy); Public economics; Economics","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":[0.001846485,0.0001327306,0.0002547943,0.00002639602,0.0004445397,0.0001838357,0.0003280223,0.00002606199,0.0006833478],"category_scores_gemma":[0.001199284,0.0001293089,0.0001520849,0.0004758578,0.00005838339,0.0002560774,0.0001208915,0.0001845565,0.0009357915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005768734,"about_ca_system_score_gemma":0.00006197423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001512592,"about_ca_topic_score_gemma":0.0001498753,"domain_scores_codex":[0.9982424,0.0004905481,0.0002977717,0.0002919606,0.0003175134,0.0003597668],"domain_scores_gemma":[0.9991072,0.00007420166,0.0002556307,0.0002925734,0.00017699,0.00009339921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003317208,0.0001255551,0.8067846,0.004990859,0.0000986096,0.0007682567,0.002165029,0.000002483362,0.0004952758,0.02082248,0.05274078,0.1110028],"study_design_scores_gemma":[0.00007504879,0.000003278181,0.04839644,0.003794062,0.00004095295,0.000005907079,0.0008309979,0.000001063216,0.00004911123,0.00007208716,0.9465133,0.0002177518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06155474,0.1156407,0.00005918527,0.000878563,0.0007748932,0.0002846936,0.000003934271,0.0002938229,0.8205095],"genre_scores_gemma":[0.8771309,0.1027479,0.0008093342,0.005929947,0.003778583,0.0000140895,0.00001274784,0.0001181014,0.009458362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8937725,"threshold_uncertainty_score":0.9998421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03992923382663038,"score_gpt":0.3185589829832972,"score_spread":0.2786297491566668,"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."}}