{"id":"W4285177393","doi":"10.2139/ssrn.4132393","title":"Social Media Sustainability Reporting and Firm Performance","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"La Cité Collégiale","funders":"","keywords":"Sustainability reporting; Sustainability; Business; Social media; Accounting; Social sustainability; Integrated reporting; Corporate social responsibility; Environmental economics; Economics; Public relations; Political science; Computer science; World Wide Web","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":[0.003280526,0.0002015042,0.0001503257,0.002315769,0.000455146,0.003929281,0.0004234119,0.001066891,0.01055007],"category_scores_gemma":[0.03655283,0.0001414854,0.0003326493,0.003428099,0.0005161311,0.002440358,0.001121965,0.0009778161,0.001584814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000800796,"about_ca_system_score_gemma":0.0007679723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00689633,"about_ca_topic_score_gemma":0.00964027,"domain_scores_codex":[0.9980209,0.0009182469,0.0001613321,0.000126296,0.0005013429,0.0002719354],"domain_scores_gemma":[0.9054905,0.04904756,0.03256355,0.00215093,0.007143048,0.003604424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003094369,0.0004359573,0.9650742,0.00004742328,0.0001460644,0.0001357763,0.0007776052,0.001011625,0.0001660959,0.002571498,0.005105307,0.02421908],"study_design_scores_gemma":[0.00001421062,0.0002332073,0.9838187,0.00008981721,0.0001320301,0.00009901107,0.003538118,0.003236932,0.0004835132,0.003344206,0.004982703,0.00002750993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682532,0.0007656171,0.0003010778,0.003842997,0.0001306331,0.000009623001,0.0006246243,0.00003885289,0.02603336],"genre_scores_gemma":[0.9964001,0.0002739764,0.00005295394,0.0001182193,0.0002092269,0.000004267634,0.0002572212,0.000009316418,0.002674836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01055007,"threshold_uncertainty_score":0.03529352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907429321496016,"score_gpt":0.2610985164993629,"score_spread":0.2420242232844028,"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."}}