{"id":"W2887855303","doi":"10.1177/0899764018791267","title":"Does Stakeholder Engagement Pay Off on Social Media? A Social Capital Perspective","year":2018,"lang":"en","type":"article","venue":"Nonprofit and Voluntary Sector Quarterly","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Stakeholder; Social capital; Social media; Social engagement; Public relations; Stakeholder engagement; Social network (sociolinguistics); Business; Centrality; Marketing; Sociology; Political science; Social 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":[0.00219207,0.0003065197,0.0002843034,0.002527684,0.002446377,0.008134287,0.0006644423,0.001875217,0.009528226],"category_scores_gemma":[0.01074875,0.0002222487,0.000357023,0.001800634,0.006390464,0.01088695,0.004592665,0.001768125,0.0004955735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002821086,"about_ca_system_score_gemma":0.00155447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003556914,"about_ca_topic_score_gemma":0.004692351,"domain_scores_codex":[0.9969584,0.001164196,0.00004995839,0.000262677,0.0004372516,0.001127603],"domain_scores_gemma":[0.987912,0.007215043,0.001825406,0.0005391738,0.0005694932,0.001938813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004316635,0.00102424,0.3053676,0.0002672272,0.0001584397,0.001298752,0.0353559,0.001720512,0.002423065,0.5138961,0.006318654,0.1317379],"study_design_scores_gemma":[0.00006289124,0.0004887889,0.4732802,0.000698018,0.0001158095,0.0007531771,0.1469682,0.006597537,0.001801432,0.3278693,0.04125863,0.0001060289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7571866,0.001157403,0.002708172,0.03922269,0.0000935227,0.00004859377,0.000135843,0.00002516191,0.1994221],"genre_scores_gemma":[0.9986034,0.0001833272,0.00008389889,0.0002994683,0.0000428873,0.000006354943,0.000008138304,0.000003414638,0.0007691169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009528226,"threshold_uncertainty_score":0.03187507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06350219355837941,"score_gpt":0.3176959841288632,"score_spread":0.2541937905704839,"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."}}