{"id":"W2171042782","doi":"10.1177/0899764014557361","title":"The Effect of an Online Self-Assessment Tool on Nonprofit Board Performance","year":2014,"lang":"en","type":"article","venue":"Nonprofit and Voluntary Sector Quarterly","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Corporate governance; Process (computing); Business; Perception; Public relations; Psychology; Accounting; Knowledge management; Marketing; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001998409,0.0003684986,0.0004664678,0.0001082767,0.00116771,0.0001603608,0.0005393068,0.0001905482,0.0000736129],"category_scores_gemma":[0.00003095546,0.0002626715,0.000141021,0.0002780353,0.0002906377,0.0005040766,0.00003307043,0.0004355864,0.00002197944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001602836,"about_ca_system_score_gemma":0.0001147932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003784976,"about_ca_topic_score_gemma":0.004352601,"domain_scores_codex":[0.996892,0.000659542,0.0004803158,0.0005293025,0.0007267552,0.000712059],"domain_scores_gemma":[0.9981967,0.0006787751,0.0002057522,0.0005734364,0.0001066213,0.0002386747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005623724,0.0001660887,0.7796257,0.0002474136,0.0001239598,0.000004423508,0.007735258,0.000007385199,0.002201267,0.002891477,0.000217724,0.206217],"study_design_scores_gemma":[0.002113338,0.01658027,0.9567901,0.0001455609,0.0001167903,0.000004433838,0.002043617,0.008250202,0.001682425,0.0001933433,0.01138445,0.0006954364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952506,0.00007956845,0.00005771138,0.0002330779,0.0009791099,0.0007885759,0.00002198045,0.0001996508,0.002389655],"genre_scores_gemma":[0.997794,0.00004932362,0.000496847,0.0001162758,0.001099004,0.00006731251,0.00002489281,0.00004351862,0.0003087988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2055215,"threshold_uncertainty_score":0.9999825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100027069519923,"score_gpt":0.2741875804215412,"score_spread":0.2641848734695489,"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."}}