{"id":"W7105994302","doi":"10.5281/zenodo.17637710","title":"THE ESG EDGE: INNOVATING THE VALUE CHAIN FOR SUSTAINABLE BANKING IN INDIA","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovations and Analysis in Business and Education","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Heritage College","funders":"","keywords":"Sustainability; Bridging (networking); Stakeholder; Sustainable Value; Retail banking; Banking industry; Value chain; Value (mathematics); Explanatory power","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":[0.001955247,0.0002444075,0.000140418,0.00229918,0.001283319,0.003860751,0.0005346067,0.0004436477,0.00115699],"category_scores_gemma":[0.004240208,0.0001394647,0.0002922807,0.003595292,0.002569774,0.002208727,0.002792678,0.0008927734,0.000174035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00411669,"about_ca_system_score_gemma":0.004396716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01758972,"about_ca_topic_score_gemma":0.02388235,"domain_scores_codex":[0.9981179,0.0007346002,0.0001263314,0.0001481845,0.0004795198,0.0003935005],"domain_scores_gemma":[0.9966691,0.001221486,0.0009287331,0.0002077506,0.0006621096,0.0003107815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001888693,0.0003290602,0.6489215,0.00069313,0.0001104845,0.001703304,0.03229291,0.007033443,0.004567006,0.04431887,0.003144294,0.2566972],"study_design_scores_gemma":[0.00001539841,0.0005253535,0.8323439,0.0006609323,0.0001813779,0.001061989,0.09992666,0.01381559,0.005145707,0.02040054,0.02581614,0.0001063368],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787281,0.0004090072,0.002842475,0.00113833,0.0000118135,0.00007181809,0.00008728995,0.00003145757,0.01667971],"genre_scores_gemma":[0.9978466,0.000274554,0.001272546,0.00006741247,0.000002618234,0.00001097394,0.00003583819,0.000002283995,0.0004872286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01758972,"threshold_uncertainty_score":0.03497469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04563999004824431,"score_gpt":0.3286496991129524,"score_spread":0.2830097090647081,"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."}}