{"id":"W4311009760","doi":"10.3390/jrfm15120562","title":"Sustainability Reporting and Management Control System: A Structured Literature Review","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Management control system; Blueprint; Sustainability reporting; Process management; Scopus; Management accounting; Control (management); Knowledge management; Management science; Engineering ethics; Business; Accounting; Computer science; Political science; Engineering","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":[0.00300177,0.0002599268,0.000580731,0.00035888,0.0006194561,0.000205734,0.0002651486,0.00004217972,0.00002898209],"category_scores_gemma":[0.0003645699,0.0002283834,0.0001547362,0.0006806586,0.0000888067,0.0006109896,0.0007375188,0.000408646,8.429348e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000375739,"about_ca_system_score_gemma":0.00001569266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003964129,"about_ca_topic_score_gemma":0.000005036944,"domain_scores_codex":[0.997312,0.00008014625,0.001335601,0.000358158,0.0005896566,0.0003244495],"domain_scores_gemma":[0.996905,0.00003265205,0.002510002,0.0003041609,0.0002153237,0.00003285559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001129831,0.000559387,0.2541537,0.1062132,0.000294703,0.00779822,0.0005254605,0.001489218,0.00000579687,0.1059282,0.01166852,0.5102338],"study_design_scores_gemma":[0.002386264,0.00007399604,0.5429888,0.001769921,0.001105825,0.0003143547,0.002994473,0.0001815093,4.194696e-7,0.009365632,0.4383823,0.0004364768],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8550376,0.1097076,0.01403083,0.008320773,0.002422047,0.007484158,0.00004665042,0.0001894483,0.002760863],"genre_scores_gemma":[0.9870296,0.01012687,0.0005231388,0.001739757,0.0003854777,0.00008024663,0.000007121984,0.00002382514,0.00008391989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5097973,"threshold_uncertainty_score":0.9313203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003521814823909515,"score_gpt":0.1999786332803075,"score_spread":0.196456818456398,"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."}}