{"id":"W3125011143","doi":"10.1177/0007650320985204","title":"Non-Governmental Organization (NGO) Tweets: Do Shareholders Care?","year":2021,"lang":"en","type":"article","venue":"Business & Society","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Shareholder; Corporate governance; Stock (firearms); Business; Institutional investor; Value (mathematics); Sample (material); Shareholder value; Stock price; Time horizon; Accounting; Monetary economics; Economics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002779585,0.0002543815,0.0002829257,0.00003331287,0.000490272,0.0007157258,0.0002112216,0.0001581077,0.0007603192],"category_scores_gemma":[0.0007349459,0.0002809927,0.0001952165,0.002265272,0.00008248846,0.001186288,0.0005001726,0.0001675503,0.0001842597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005465251,"about_ca_system_score_gemma":0.0003271969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004429757,"about_ca_topic_score_gemma":0.0001042871,"domain_scores_codex":[0.9979895,0.0000100797,0.0004393374,0.0005613082,0.0006313424,0.000368433],"domain_scores_gemma":[0.9973827,0.00003448862,0.000451808,0.0004022385,0.00170701,0.00002173655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003886007,0.0003830057,0.9123839,0.001557449,0.0001871564,0.000175237,0.00416086,0.0001833884,0.03422008,0.002161671,0.03204464,0.01250372],"study_design_scores_gemma":[0.001498471,0.000004179076,0.8650528,0.000212954,0.0002350653,0.00001614096,0.06986661,0.0004231735,0.002387369,0.0008856939,0.05836898,0.001048563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876581,0.0001932482,0.0004618505,0.001046611,0.0006895199,0.000274829,0.000008872863,0.0002442127,0.009422721],"genre_scores_gemma":[0.9956922,0.00003079159,0.0003323668,0.001903268,0.00125195,0.00001190023,0.0003466353,0.00007656026,0.0003543165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06570575,"threshold_uncertainty_score":0.9999642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405834907113165,"score_gpt":0.2218447880933398,"score_spread":0.2077864390222082,"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."}}