{"id":"W4416941840","doi":"10.3390/info16121063","title":"ESG Communication Tactics and Reputational Capital on Social Media","year":2025,"lang":"en","type":"article","venue":"Information","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Regional Municipality of Niagara; Niagara College","funders":"Schulich School of Business, York University; York University","keywords":"Categorization; Social media; Corporate communication; Dissemination; Reputation; Strategic communication; Corporate social responsibility","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001530702,0.00005342928,0.0000532401,0.0001884538,0.0003026551,0.0003745388,0.00005548046,0.00004806031,0.00001885684],"category_scores_gemma":[0.0001643791,0.00005448555,0.00001743444,0.0002251191,0.00003136578,0.003168185,0.00005034698,0.00007180386,0.0001222427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002659373,"about_ca_system_score_gemma":0.00001827115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004695347,"about_ca_topic_score_gemma":0.00006416088,"domain_scores_codex":[0.9995849,0.00000540356,0.0001893268,0.00004509234,0.0001116066,0.00006373416],"domain_scores_gemma":[0.9995389,0.00005414275,0.0001747785,0.00006189814,0.0001674283,0.000002848393],"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":[0.00006379998,0.00003786387,0.003745972,0.0001753577,0.00002384163,5.350578e-7,0.001808209,0.0006695744,0.000009348672,0.8172353,0.02190688,0.1543233],"study_design_scores_gemma":[0.001255616,0.000006911084,0.6398434,0.00009270706,0.00007325736,0.000002628663,0.003857767,0.01449978,0.00002734745,0.2715329,0.06852851,0.0002792065],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452925,0.00002907338,0.002165946,0.004142642,0.0005020512,0.0001907687,0.000003069076,0.0001149211,0.04755905],"genre_scores_gemma":[0.998068,0.00001071616,0.00009281904,0.001268144,0.0001570613,0.00000799395,0.0003108179,0.000002123792,0.00008228722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6360974,"threshold_uncertainty_score":0.3611687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577109379801606,"score_gpt":0.2292733406752307,"score_spread":0.2135022468772146,"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."}}