{"id":"W3125523503","doi":"","title":"The Contextual Impact of Nonprofit Board Composition and Structure on Organizational Performance: Agency and Resource Dependence Perspectives","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Resource dependence theory; Boundary spanning; Principal–agent problem; Agency (philosophy); Business; Resource (disambiguation); Nonprofit sector; Sample (material); Boundary (topology); Knowledge management; Public relations; Industrial organization; Management; Economics; Political science; Sociology; Computer science; Finance; Mathematics; Corporate governance","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":[0.002236957,0.0002199607,0.0003496902,0.001159399,0.001322289,0.002360356,0.0004430622,0.0004373063,0.003341361],"category_scores_gemma":[0.01157583,0.0001336362,0.0002053587,0.001478286,0.002436631,0.001295501,0.002471684,0.0005833847,0.0002185386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00148916,"about_ca_system_score_gemma":0.001336271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005556761,"about_ca_topic_score_gemma":0.01002038,"domain_scores_codex":[0.9969596,0.001781067,0.0001010018,0.0002688025,0.0004056515,0.0004839741],"domain_scores_gemma":[0.9830256,0.006350237,0.0057208,0.0009604377,0.001255379,0.002687578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002609674,0.0007358466,0.9524409,0.00007611529,0.00008755538,0.0002986968,0.004275398,0.001533441,0.00116623,0.01306769,0.0004247675,0.02563247],"study_design_scores_gemma":[0.00001507783,0.0003013529,0.9807281,0.00004313798,0.00005137253,0.00008362005,0.008158482,0.001351074,0.0006500423,0.006584886,0.002011735,0.00002114607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909389,0.000203482,0.0007983398,0.0003466456,0.00000535367,0.00001745288,0.00005342757,0.000005321062,0.007631086],"genre_scores_gemma":[0.999652,0.0000554601,0.0001163732,0.00002240596,0.000007869329,0.000004378592,0.00002379225,0.000001642656,0.0001161197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005556761,"threshold_uncertainty_score":0.01183033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006125535844316315,"score_gpt":0.2719530198239892,"score_spread":0.2658274839796729,"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."}}