{"id":"W7114797238","doi":"10.1111/oet.70019","title":"Oil Demand and Stocks","year":2025,"lang":"en","type":"article","venue":"Oil and Energy Trends","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diesel fuel; Product (mathematics); Refinery; Crude oil; Oil refinery; Western europe","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001472408,0.0001649229,0.0002080584,0.0001991148,0.0002337292,0.0000705981,0.000111722,0.0001488535,0.0001478781],"category_scores_gemma":[0.00004876613,0.0001407566,0.00004789351,0.0003934355,0.0001869132,0.0000868139,0.0001581958,0.0001133648,0.000001895544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003498033,"about_ca_system_score_gemma":0.00004499409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004747101,"about_ca_topic_score_gemma":0.0029119,"domain_scores_codex":[0.998902,0.00008419617,0.0001615192,0.0003466494,0.0001373302,0.0003683046],"domain_scores_gemma":[0.9994693,0.0000759781,0.00001841481,0.0002319636,0.0000590357,0.0001453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005076789,0.00003036856,0.0004218227,0.00003973268,0.00003624842,0.00001265991,0.00004826709,0.0003222923,0.00002598315,0.2833662,0.0006395719,0.7150061],"study_design_scores_gemma":[0.0006615967,0.00004869294,0.002196751,0.00002410439,0.00002081337,0.000009457199,0.0001282022,0.001424068,0.0000425339,0.005380718,0.9899003,0.0001627482],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06450292,0.002635451,0.00001083107,0.002180625,0.0001060161,2.332524e-7,0.000002999922,0.00009233529,0.9304686],"genre_scores_gemma":[0.394061,0.001017929,0.00003804768,0.0002662231,0.00003683452,0.00001666927,0.00001186869,0.000006878528,0.6045445],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9892607,"threshold_uncertainty_score":0.7176229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007623084341460941,"score_gpt":0.2551296589115736,"score_spread":0.2475065745701127,"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."}}