{"id":"W2625572679","doi":"10.15353/rea.v9i1.1435","title":"Nonlinear Effects of Global Oil Price Changes on Consumers’ Cost of Living: A Comparative Study of Net Oil Consuming and Net Oil Producing Countries","year":2017,"lang":"en","type":"article","venue":"Review of Economic Analysis","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Extant taxon; Nonparametric statistics; Economics; Econometrics; Nonlinear system; Oil price; Causality (physics); Monetary economics; Biology","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":[0.001780886,0.0002405037,0.002553394,0.0001860381,0.0001024826,0.00003068557,0.0003707852,0.00006728105,0.0001172698],"category_scores_gemma":[0.0008519061,0.0002511437,0.0002572812,0.0002039186,0.0003044187,0.0001103247,0.0001695117,0.00009022142,0.000003350051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088539,"about_ca_system_score_gemma":0.00006139266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002854993,"about_ca_topic_score_gemma":0.002413038,"domain_scores_codex":[0.9977176,0.0001004341,0.001397146,0.0005288699,0.00005817952,0.0001977996],"domain_scores_gemma":[0.9943806,0.000684454,0.00376919,0.0009646965,0.0001298044,0.00007124814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005447329,0.000445593,0.97416,0.01311515,0.002874902,7.776817e-7,0.0008095018,0.0000631908,0.000003720285,0.001682171,0.00002812959,0.00676235],"study_design_scores_gemma":[0.002740769,0.001228757,0.8482862,0.01681756,0.005267651,0.000003156673,0.001044376,0.1192199,0.0001652445,0.000183663,0.003780862,0.001261824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593678,0.03548092,0.00001681377,0.00009590349,0.00008957226,0.000192573,0.0005583254,0.000003977251,0.004194109],"genre_scores_gemma":[0.9402586,0.05940931,0.0001294334,0.00002859107,0.00001684865,0.00002184247,0.00001150477,0.000008784436,0.0001150847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1258738,"threshold_uncertainty_score":0.9999941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03528775436623784,"score_gpt":0.2993529307562651,"score_spread":0.2640651763900273,"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."}}