{"id":"W2046061278","doi":"10.1002/nml.21067","title":"A Strategic Engagement Framework for Nonprofits","year":2012,"lang":"en","type":"article","venue":"Nonprofit Management and Leadership","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Stakeholder engagement; Social capital; Public relations; Institution; Business; Stakeholder; Social engagement; Public engagement; Portfolio; Knowledge management; Sociology; Political science; Finance","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":[0.001480079,0.0001642304,0.0001627951,0.00006792381,0.0008167261,0.0001308874,0.0001936394,0.0001758786,0.0002348098],"category_scores_gemma":[0.00004350365,0.0001606736,0.00008680821,0.0002516796,0.0002048979,0.0002708008,0.00005523321,0.0002042567,0.00007554413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005624309,"about_ca_system_score_gemma":0.00001663639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005364206,"about_ca_topic_score_gemma":0.00004689056,"domain_scores_codex":[0.9982383,0.0001556847,0.0001658674,0.0002491884,0.000319548,0.000871462],"domain_scores_gemma":[0.9992837,0.0002463915,0.00007064828,0.0001367966,0.00003592605,0.0002265],"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":[0.00003633967,0.00005688533,0.006227718,0.0001332928,0.00006234326,0.00000114467,0.02420142,4.452831e-7,0.000001660706,0.9535233,0.002790897,0.01296453],"study_design_scores_gemma":[0.001195766,0.0001886335,0.01944928,0.0001818096,0.0002791954,5.265797e-7,0.5473219,0.00004331688,0.00004458985,0.2036184,0.2267339,0.0009427081],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3171979,0.02187481,0.01866552,0.02044042,0.005857882,0.007555259,0.00001606807,0.0009065782,0.6074856],"genre_scores_gemma":[0.9797486,0.0002746951,0.005310318,0.001177652,0.002069372,0.0002603054,0.000008746895,0.0000219573,0.01112832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7499049,"threshold_uncertainty_score":0.6552078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3620740027505286,"score_gpt":0.3648248148730374,"score_spread":0.002750812122508772,"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."}}