{"id":"W4288077534","doi":"10.1177/10860266221108711","title":"Involuntary Disclosures and Stakeholder-Initiated Communication on Social Media","year":2022,"lang":"en","type":"article","venue":"Organization & Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Narodowym Centrum Nauki; Queen Mary University of London","keywords":"Stakeholder; Corporate social responsibility; Dissent; Corporate communication; Business; Public relations; Social media; Stakeholder engagement; Crisis communication; Accounting; Political science; Politics; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004418971,0.0001105605,0.0001141435,0.00009412714,0.0009307059,0.0001006943,0.0001299418,0.00004292095,0.001646977],"category_scores_gemma":[0.0002459094,0.0001267526,0.00001813066,0.0003682914,0.00006994873,0.0002750119,0.0004787282,0.0001988342,0.00005894928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00017394,"about_ca_system_score_gemma":0.00001821066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006528445,"about_ca_topic_score_gemma":0.00003004488,"domain_scores_codex":[0.9989239,0.00006500066,0.0002628068,0.0002318301,0.0003876127,0.0001288276],"domain_scores_gemma":[0.9993747,0.00007073067,0.0003132522,0.0002018569,0.00002938235,0.00001011812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002829479,0.001665956,0.8400629,0.0001523433,0.0001521709,0.00006108431,0.009755707,0.003562615,0.01648362,0.04937545,0.02321605,0.05522914],"study_design_scores_gemma":[0.0007241328,0.00001776528,0.9315752,0.000008367335,0.00007685371,0.000002692269,0.005334447,0.0004191027,0.0002358555,0.00490193,0.0563019,0.0004017841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964157,0.00003596818,0.00004878391,0.002359272,0.00007929615,0.0002068135,0.000007841434,0.00008905791,0.0007573115],"genre_scores_gemma":[0.997748,0.00002081201,0.00003710075,0.001361358,0.000167565,0.00001750183,0.0005258663,0.00003638808,0.0000854059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09151226,"threshold_uncertainty_score":0.9992657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0669187415261532,"score_gpt":0.2246752674785867,"score_spread":0.1577565259524335,"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."}}