{"id":"W4411242857","doi":"10.3390/jrfm18060324","title":"Sustainability Balanced Scorecard: Systematic Literature Review","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Balanced scorecard; Systematic review; Sustainability; Management science; Computer science; Business; Engineering; Process management; MEDLINE; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001449379,0.0001929895,0.0005197946,0.0005053481,0.0002115056,0.0002901795,0.0002916258,0.0000524497,0.00001366449],"category_scores_gemma":[0.001151611,0.000148621,0.0001421773,0.001287856,0.00003828687,0.000606508,0.0002606586,0.000214919,0.00001053103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008013767,"about_ca_system_score_gemma":0.00002901816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009354121,"about_ca_topic_score_gemma":0.000003879547,"domain_scores_codex":[0.9985072,0.00003245018,0.0007189582,0.0002040296,0.0003346134,0.0002027398],"domain_scores_gemma":[0.9982492,0.00005318703,0.0006881549,0.0002272474,0.0007684111,0.00001377995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001309441,0.0002497825,0.03906901,0.5020323,0.0001795467,0.0002265306,0.00009516128,0.0001050387,0.000001198645,0.3293739,0.07718392,0.05135272],"study_design_scores_gemma":[0.002479871,0.00005216863,0.2097358,0.1926471,0.003385394,0.00002246605,0.0007960949,0.0002636208,0.000003025817,0.1046506,0.4852389,0.0007249827],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06008443,0.5970398,0.2444191,0.02259419,0.009826595,0.009795155,0.00002393832,0.0004339475,0.05578282],"genre_scores_gemma":[0.9203311,0.06816397,0.0006902567,0.008886532,0.0009622465,0.00003061673,0.000009125491,0.0000234674,0.0009027119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8602467,"threshold_uncertainty_score":0.6060587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002512520214369214,"score_gpt":0.2001970621745603,"score_spread":0.1976845419601911,"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."}}