{"id":"W3033959345","doi":"10.1002/nvsm.1682","title":"Nonprofit quality: What is it and why should nonprofits care?","year":2020,"lang":"en","type":"article","venue":"Journal of Philanthropy and Marketing","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Nonprofit organization; Business; Transparency (behavior); Public relations; Quality (philosophy); Corporate governance; Context (archaeology); Nonprofit sector; Non profit; Marketing; Business administration; Political science","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":[0.01310044,0.000221561,0.0004978566,0.0007514703,0.004922221,0.01088423,0.000875625,0.003755449,0.003069729],"category_scores_gemma":[0.03247385,0.0001734326,0.0003520145,0.001371925,0.01436785,0.007675221,0.004408028,0.006652208,0.0004060622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01256539,"about_ca_system_score_gemma":0.02700899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01488952,"about_ca_topic_score_gemma":0.03052369,"domain_scores_codex":[0.990633,0.005161776,0.0002448155,0.0005105019,0.001958792,0.001491141],"domain_scores_gemma":[0.9676722,0.007637666,0.004835728,0.0007785762,0.005604677,0.01347125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001382447,0.0005121007,0.133796,0.001851262,0.0001647288,0.0006297274,0.09673709,0.000445522,0.0009920138,0.184882,0.1744047,0.4054466],"study_design_scores_gemma":[0.00009664032,0.0003396459,0.07403663,0.006147586,0.00009934355,0.0007237722,0.2758574,0.0007808045,0.0005864412,0.2228293,0.418344,0.0001585702],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04209941,0.01339463,0.002161726,0.9279929,0.00138293,0.00003488326,0.00003209891,0.00003723712,0.01286409],"genre_scores_gemma":[0.8864651,0.01517781,0.002079003,0.09088994,0.001457716,0.00005836683,0.0000420782,0.00004424826,0.003785664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01488952,"threshold_uncertainty_score":0.0911687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09699231156068915,"score_gpt":0.3825393110740956,"score_spread":0.2855469995134064,"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."}}