{"id":"W4234545694","doi":"10.1108/oxan-db199295","title":"Global demand dynamics will keep oil price low","year":2015,"lang":"en","type":"other","venue":"Emerald expert briefings","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economics; China; Pace; Stock (firearms); Agricultural economics; Product (mathematics); Supply and demand; Quarter (Canadian coin); Subsidy; Demand patterns; International economics; Monetary economics; Market economy; Demand management; Macroeconomics; Geography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002952134,0.0006836691,0.0007618964,0.000137589,0.0001470757,0.0001426927,0.0008584394,0.0009533043,0.004203221],"category_scores_gemma":[0.0003754964,0.0006692418,0.0002383216,0.0006678966,0.0003125893,0.000183311,0.0004098357,0.0004127263,0.0003167976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154296,"about_ca_system_score_gemma":0.0004462133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4084782,"about_ca_topic_score_gemma":0.0263575,"domain_scores_codex":[0.9962559,0.0001956106,0.000447359,0.0009613201,0.0009585682,0.001181207],"domain_scores_gemma":[0.9979267,0.00003815376,0.0001750525,0.001030528,0.0003084972,0.0005210385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007154332,0.0001368241,0.000008563569,0.0001672735,0.000163633,0.0001151619,0.000169218,0.00025003,0.000002082362,0.01600098,0.9682233,0.0146914],"study_design_scores_gemma":[0.0005730249,0.00006111747,0.000005996997,0.0001576498,0.00001573326,0.00003220383,0.00002927169,0.001211176,0.000004357614,0.006805873,0.9903749,0.0007286718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004824401,0.005946374,0.0002235212,0.04292901,0.0003729234,0.0001735887,0.0001465209,0.0007871726,0.9493726],"genre_scores_gemma":[0.0001125691,0.0007379817,0.0005100232,0.04442738,0.0008886347,0.00007611112,0.0006852421,0.0005010146,0.9520611],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3821207,"threshold_uncertainty_score":0.9995759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008755475311891227,"score_gpt":0.2669623198152765,"score_spread":0.2582068445033853,"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."}}