{"id":"W7128531663","doi":"10.12688/f1000research.173284.1","title":"Beyond Philanthropy: A Systematic Review of CSR as a Strategic Driver of Financial Performance in Commercial Banking","year":2025,"lang":"en","type":"article","venue":"F1000Research","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate social responsibility; Nexus (standard); Stakeholder; Corporate governance; Profitability index; Thematic analysis; Financial crisis; Quality (philosophy); Empirical evidence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01752488,0.001372905,0.005263126,0.01405229,0.00110084,0.004996519,0.002178892,0.002856864,0.007080253],"category_scores_gemma":[0.0792281,0.0009065727,0.007296392,0.01372044,0.001561088,0.004300113,0.002693808,0.001670799,0.0005064097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005059698,"about_ca_system_score_gemma":0.03067414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012529,"about_ca_topic_score_gemma":0.03822294,"domain_scores_codex":[0.9851003,0.005530044,0.0053112,0.001041439,0.002553654,0.0004634015],"domain_scores_gemma":[0.9245218,0.05963942,0.008262606,0.001111992,0.005814559,0.0006496549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008234349,0.00001306099,0.000464961,0.9586537,0.002625292,0.00008457957,0.0005747509,0.00006697984,0.000138441,0.0005657847,0.001785863,0.03494431],"study_design_scores_gemma":[0.00004318871,0.00006523688,0.001413838,0.9689791,0.01125028,0.0001383231,0.0005163698,0.00004285653,0.00007407643,0.0004229788,0.01703554,0.00001824001],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001439878,0.9953291,0.000340946,0.001086615,0.0002471742,0.0004762894,0.0004967074,0.000009929487,0.000573331],"genre_scores_gemma":[0.01971013,0.9753206,0.001386078,0.001568329,0.0001611981,0.001280745,0.00033065,0.00001127769,0.0002309064],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01752488,"threshold_uncertainty_score":0.09268153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04199573540504616,"score_gpt":0.3324536621493249,"score_spread":0.2904579267442787,"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."}}