{"id":"W4405439014","doi":"10.2139/ssrn.5036733","title":"Oil Prices and Inequality","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Inequality; Economics; Mathematical economics; Mathematics; Mathematical analysis","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":[0.0003038174,0.00009624676,0.0001682799,0.0005841447,0.0003325577,0.001399926,0.00008952964,0.0003031997,0.01039183],"category_scores_gemma":[0.002393018,0.00004801346,0.00007922586,0.0009428944,0.0005869874,0.000922442,0.0006766666,0.0005086676,0.000472067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004454578,"about_ca_system_score_gemma":0.0002712826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003643705,"about_ca_topic_score_gemma":0.004098214,"domain_scores_codex":[0.9998394,0.00004256495,0.00000610977,0.00002712861,0.00003560888,0.00004908577],"domain_scores_gemma":[0.9992428,0.0004287573,0.0001408035,0.0000459186,0.00006979617,0.0000719805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001695683,0.0001050505,0.1154268,0.00006415208,0.00009134735,0.0001899629,0.001306652,0.002569467,0.0002885648,0.8065652,0.01345727,0.05976592],"study_design_scores_gemma":[0.00002029559,0.00003666123,0.1896024,0.0001106675,0.00004285531,0.0001599368,0.002436052,0.006366409,0.0002761305,0.7692918,0.03164162,0.00001524811],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8347865,0.005871811,0.003237709,0.02658624,0.0002068336,0.000008306405,0.001584589,0.0000211424,0.127697],"genre_scores_gemma":[0.9942327,0.0007594484,0.00008247652,0.00009298463,0.0000751592,0.000002877994,0.0001143384,0.000003856521,0.004636148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01039183,"threshold_uncertainty_score":0.03476411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01937043774763588,"score_gpt":0.2410087300059975,"score_spread":0.2216382922583616,"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."}}