{"id":"W4412598701","doi":"10.5267/j.ac.2025.7.001","title":"An analysis of the dynamics of petroleum prices and inflation in Malawi","year":2025,"lang":"en","type":"article","venue":"Accounting","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inflation (cosmology); Economics; Petroleum; Dynamics (music); Macroeconomics; Monetary economics; Environmental science; Keynesian economics; Econometrics; Geology; Psychology; Physics; Paleontology; Theoretical physics","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":[0.0003009636,0.0001047256,0.0002167151,0.0004530911,0.0003375187,0.0009616846,0.0001625241,0.0002964691,0.001622147],"category_scores_gemma":[0.001509452,0.0001589618,0.0002915607,0.0008603147,0.0002063672,0.0004960127,0.0004514842,0.0006128022,0.0001502484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008886021,"about_ca_system_score_gemma":0.0006685179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04284512,"about_ca_topic_score_gemma":0.03517067,"domain_scores_codex":[0.999854,0.00004327231,0.00001041203,0.00001723843,0.00002039358,0.00005474265],"domain_scores_gemma":[0.9993384,0.0002222737,0.0002559138,0.00001952844,0.00009198393,0.00007190472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002904967,0.0001323433,0.9683885,0.00008669209,0.0001421313,0.001657907,0.001579405,0.007248693,0.002229414,0.005107934,0.0009237839,0.01221281],"study_design_scores_gemma":[0.000008811896,0.00007249032,0.9631741,0.00002246629,0.00004612667,0.0002078363,0.001760257,0.03233268,0.000541089,0.0004804743,0.001340903,0.00001269972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998547,0.0001646718,0.0002261622,0.0003448035,0.000002736082,0.000004404677,0.0001411041,0.000003392148,0.0005656759],"genre_scores_gemma":[0.9991677,0.0001573742,0.00007463121,0.0000151795,0.000004997519,0.000002987025,0.0001125723,0.000001002767,0.000463624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04284512,"threshold_uncertainty_score":0.08519149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004796980633775589,"score_gpt":0.2723162672883699,"score_spread":0.2675192866545943,"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."}}