{"id":"W3139774468","doi":"10.15173/esr.v24i2.4436","title":"Oil price change and Economy relationship :A global review using a nonlinear dynamic model for MENA Countries","year":2020,"lang":"en","type":"review","venue":"Energy Studies Review","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shock (circulatory); Economics; Oil price; Crude oil; Price shock; Macroeconomics; Econometrics; Monetary economics; Economy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00143518,0.0007597319,0.005692596,0.00009213595,0.0002867074,0.00005916284,0.0003779953,0.0002230599,0.00003832698],"category_scores_gemma":[0.0008346997,0.0007225221,0.0008463251,0.0005365976,0.0001249231,0.00024321,0.0003572227,0.0002419242,0.00001729182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007561104,"about_ca_system_score_gemma":0.0001697622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003210631,"about_ca_topic_score_gemma":0.0000647386,"domain_scores_codex":[0.9959559,0.0001106919,0.002297103,0.001122386,0.00005897107,0.0004549086],"domain_scores_gemma":[0.9967742,0.000365411,0.001917155,0.000638882,0.0001476601,0.0001567122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002428046,0.00001993054,0.00002640993,0.5102916,0.000579861,0.000002641864,0.00001966076,8.29082e-7,4.719777e-11,0.04834495,0.001117595,0.4395941],"study_design_scores_gemma":[0.0001071417,0.00001764887,8.083234e-7,0.07309169,0.000904211,0.00001523282,0.000001721104,0.08399425,8.522046e-11,0.002677842,0.8386413,0.0005481298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.406403e-8,0.9900851,0.00206474,0.001313215,0.000221852,0.0009378768,0.002108614,0.00004146597,0.003227089],"genre_scores_gemma":[6.717997e-7,0.9915981,0.002752609,0.003105439,0.0001642787,0.00135582,0.0002996171,0.00007356587,0.0006499049],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8375237,"threshold_uncertainty_score":0.9995226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2315220941604852,"score_gpt":0.3641555552087453,"score_spread":0.1326334610482601,"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."}}