{"id":"W4408571558","doi":"10.1016/j.jeca.2025.e00413","title":"Energy uncertainty and Firm Performance: Does ESG matter?","year":2025,"lang":"en","type":"article","venue":"The Journal of Economic Asymmetries","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"World Bank Group; International Monetary Fund","keywords":"Economics; Energy (signal processing); Econometrics; Microeconomics; Financial economics; Mathematics; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003192629,0.0003283378,0.0008353771,0.0009376406,0.000449953,0.005021283,0.0006948237,0.003016348,0.008466841],"category_scores_gemma":[0.01990808,0.0002535341,0.0006169919,0.001437332,0.001251232,0.003504466,0.001034852,0.00159411,0.001046795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008295469,"about_ca_system_score_gemma":0.0007610752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004458134,"about_ca_topic_score_gemma":0.00407896,"domain_scores_codex":[0.9987838,0.0003578665,0.0001144005,0.0001779699,0.0001905875,0.0003753167],"domain_scores_gemma":[0.9545081,0.02658667,0.01321924,0.001345246,0.001703606,0.002637134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001092786,0.0003680755,0.9572586,0.0001335141,0.0007150828,0.0005047855,0.0003211819,0.007177679,0.0005413482,0.008762443,0.002411801,0.02071267],"study_design_scores_gemma":[0.00005648716,0.0003368966,0.9605932,0.0001259249,0.0004476181,0.0001767057,0.002220836,0.007996092,0.0005582983,0.02362937,0.003800125,0.0000584016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771905,0.003940905,0.0005615984,0.007334829,0.0001081538,0.00001360498,0.0005080322,0.00002158992,0.01032085],"genre_scores_gemma":[0.9990019,0.000229801,0.000020272,0.0001587137,0.00007335059,0.000001013526,0.00007568375,0.000004011191,0.0004351395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008466841,"threshold_uncertainty_score":0.02832443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008873977787383315,"score_gpt":0.2076208090909478,"score_spread":0.1987468313035645,"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."}}