{"id":"W3123853257","doi":"","title":"The Donor-Beneficiary Charity Accountability Paradox: A Tale of Two Stakeholders","year":2016,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Accountability; Beneficiary; Stakeholder; Disadvantage; Salient; Power (physics); Public relations; Public administration; Business; Political science; Law and economics; Sociology; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0228615,0.0003678956,0.0005653875,0.002243947,0.01217112,0.01004053,0.001711087,0.006598055,0.00606381],"category_scores_gemma":[0.03885563,0.0003832461,0.000505846,0.002246682,0.02613129,0.02074025,0.01384938,0.009198125,0.0003983458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006544313,"about_ca_system_score_gemma":0.008081057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004203515,"about_ca_topic_score_gemma":0.004795846,"domain_scores_codex":[0.9846011,0.01091358,0.0001884529,0.0009185339,0.002115964,0.001262351],"domain_scores_gemma":[0.9638186,0.02779275,0.001857252,0.001460306,0.002476443,0.002594503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003481349,0.00005659297,0.001590853,0.00006012066,0.000008408153,0.0003607786,0.04713447,0.0001712273,0.0002522181,0.9378638,0.005232205,0.007234518],"study_design_scores_gemma":[0.00007678052,0.00007529602,0.002131901,0.0003395408,0.00002016686,0.0004698212,0.1290159,0.001872689,0.0005940491,0.7420833,0.1232301,0.00009047266],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2757282,0.001968611,0.0430172,0.4593142,0.001259519,0.0001020973,0.00006300374,0.00008420265,0.2184629],"genre_scores_gemma":[0.981168,0.0004034302,0.00288059,0.009935562,0.0001511264,0.0000717846,0.000009538902,0.00004350926,0.005336502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0228615,"threshold_uncertainty_score":0.1209046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07240532085053449,"score_gpt":0.3425437066952798,"score_spread":0.2701383858447454,"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."}}