{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002394691,0.000152193,0.0003529184,0.00006487042,0.0006047391,0.0003432905,0.000172472,0.0001211228,0.0002226087],"category_scores_gemma":[0.0006411028,0.000134195,0.00009634198,0.0001780649,0.0002680641,0.0009159327,0.00009368682,0.0003589767,0.000002346251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004106059,"about_ca_system_score_gemma":0.00009578253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000425151,"about_ca_topic_score_gemma":0.0002741286,"domain_scores_codex":[0.9981476,0.000373358,0.0004694177,0.0002170982,0.0004840952,0.0003084329],"domain_scores_gemma":[0.9986284,0.0004157695,0.0003303898,0.00007142568,0.0002135101,0.0003405398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001582956,0.00007367114,0.3122825,0.001786785,0.0003411376,0.0002536462,0.4040774,0.000005995596,0.01773494,0.001570294,0.01447434,0.2458164],"study_design_scores_gemma":[0.002618219,0.0005978384,0.03701174,0.002198418,0.0002545585,0.0001118822,0.5734592,0.0002536902,0.004105448,0.0004003822,0.3779135,0.001075125],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9089601,0.01462699,0.0003873243,0.06850252,0.0008101959,0.0002090038,0.00000736776,0.00003170909,0.00646477],"genre_scores_gemma":[0.9811314,0.01189569,0.000576659,0.00503919,0.001277366,0.000001257398,5.446308e-7,0.0000168586,0.00006100017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3634391,"threshold_uncertainty_score":0.5472313,"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."}}