{"id":"W4412217511","doi":"","title":"European Sustainability Reporting Standards (ESRS)","year":2024,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"European and International Law Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Sustainability reporting; Sustainability; Business; Accounting","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":[0.04771723,0.001389001,0.001166033,0.01148439,0.001439312,0.01154155,0.003657663,0.009227012,0.0171291],"category_scores_gemma":[0.09149474,0.001103787,0.001510815,0.01310957,0.001503692,0.007321334,0.004877403,0.00324539,0.01848233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004580547,"about_ca_system_score_gemma":0.0191063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01264704,"about_ca_topic_score_gemma":0.004853806,"domain_scores_codex":[0.9375958,0.01362793,0.017369,0.00287536,0.02605375,0.002478208],"domain_scores_gemma":[0.9085497,0.01562318,0.0115615,0.01777183,0.04435544,0.002138344],"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":[0.0002794618,0.0004797499,0.004861388,0.002679312,0.00008002784,0.0001640152,0.001011717,0.00293808,0.004087457,0.2419812,0.5838013,0.1576363],"study_design_scores_gemma":[0.00005018594,0.00005876991,0.006689552,0.0009808306,0.00004443418,0.0001109305,0.0003541764,0.0006994843,0.003536435,0.01575742,0.9716516,0.000066273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02516833,0.007624046,0.1341274,0.02002717,0.006113367,0.004770671,0.1990981,0.01704105,0.5860298],"genre_scores_gemma":[0.1097718,0.008996638,0.2472087,0.01010517,0.001150115,0.007906278,0.386023,0.004539297,0.2242989],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04771723,"threshold_uncertainty_score":0.2523558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.043224956522118,"score_gpt":0.3241784430278312,"score_spread":0.2809534865057132,"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."}}