{"id":"W4386723464","doi":"10.22495/cgsrv7i2editorial","title":"Editorial: Sustainability investments — Disclosure, board structure, innovation, efficiency, and employee performance","year":2023,"lang":"en","type":"editorial","venue":"Corporate Governance and Sustainability Review","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"XBRL; Variety (cybernetics); Sustainability; Data envelopment analysis; Pension; Accounting; Business; Field (mathematics); Power (physics); Finance; Computer science; Artificial intelligence","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":[0.006414923,0.004510643,0.004610726,0.004023533,0.004242262,0.008640571,0.004167677,0.01883169,0.01279644],"category_scores_gemma":[0.02799272,0.001262171,0.00273529,0.00243914,0.00257271,0.00426679,0.001422301,0.01883501,0.009732974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002634099,"about_ca_system_score_gemma":0.00365616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00208403,"about_ca_topic_score_gemma":0.004996208,"domain_scores_codex":[0.9951068,0.0008375152,0.0006498497,0.0006537524,0.002396271,0.0003558506],"domain_scores_gemma":[0.9759804,0.01213182,0.001267557,0.0005407464,0.007601471,0.00247797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003327184,0.00002020446,0.00003616405,0.0001686946,0.00001282903,0.00007387053,0.000009086027,0.00001936272,0.00003605182,0.0001877124,0.9957438,0.003658882],"study_design_scores_gemma":[0.0002070112,0.0001045886,0.001231316,0.001568272,0.0001337798,0.0004886042,0.0001090128,0.000432087,0.0002120123,0.002346723,0.9931191,0.00004743129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004799421,0.004134545,0.00006754353,0.03010926,0.9644728,0.00002352796,0.00006785718,0.00003790731,0.00103852],"genre_scores_gemma":[0.0003714588,0.002816706,0.00004719365,0.0121366,0.9816718,0.00002136025,0.00002706474,0.00001964609,0.002888177],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01883169,"threshold_uncertainty_score":0.04280835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152510292362511,"score_gpt":0.2487341557032499,"score_spread":0.2334831264669988,"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."}}