{"id":"W4403781508","doi":"10.1177/01708406241298392","title":"With Privilege Comes Responsibility: Why some privileged insiders transform institutions for societal benefit","year":2024,"lang":"en","type":"article","venue":"Organization Studies","topic":"Social Power and Status Dynamics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Privilege (computing); Sociology; Law and economics; Social responsibility; Public relations; Business; Political science; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004196325,0.000148742,0.0002382661,0.000096008,0.001626775,0.0001691556,0.0001206004,0.00009896952,0.00002821173],"category_scores_gemma":[0.000675757,0.0001270358,0.00007052423,0.001118535,0.0006618509,0.0006234038,0.00003021628,0.0001072117,0.00001139751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003413263,"about_ca_system_score_gemma":0.0006753324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008402855,"about_ca_topic_score_gemma":0.005173569,"domain_scores_codex":[0.9988103,0.0000521121,0.0002136342,0.0002959844,0.0003298536,0.00029812],"domain_scores_gemma":[0.9988508,0.0003986383,0.00003799692,0.000114465,0.0005279272,0.00007021742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002622818,0.00006402854,0.005404998,0.0001296113,0.0004075734,0.000004050515,0.1464126,0.00004512851,0.00004772821,0.8395611,0.006233913,0.001663088],"study_design_scores_gemma":[0.001796367,0.0004033058,0.01061536,0.0003407211,0.0006788086,0.000005723992,0.2444903,0.0002241588,0.0004395237,0.173463,0.5662608,0.001281891],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7058079,0.01352409,0.10899,0.1332358,0.007265556,0.006647776,0.0007904013,0.003977618,0.01976083],"genre_scores_gemma":[0.995408,0.001437071,0.0007054555,0.0006044665,0.0002870315,0.00005321723,0.00004716395,0.00003517298,0.001422423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6660981,"threshold_uncertainty_score":0.9996729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05361016534618245,"score_gpt":0.3703924612915879,"score_spread":0.3167822959454054,"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."}}