{"id":"W6892827924","doi":"10.5281/zenodo.12063917","title":"oil industry pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Generative Adversarial Networks and Image Synthesis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum industry; Tonne; Palm oil; Midstream; Downstream (manufacturing); Fossil fuel; Crack spread; Product (mathematics); Petroleum","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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003496177,0.0002204927,0.0001935395,0.0003458636,0.0005425724,0.00176567,0.002016128,0.0002879118,0.08051757],"category_scores_gemma":[0.0001582076,0.0002183694,0.00007766653,0.0006318779,0.0001066326,0.0001744152,0.002145577,0.0006654984,0.1635322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007888692,"about_ca_system_score_gemma":0.000005690134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002244583,"about_ca_topic_score_gemma":4.366424e-7,"domain_scores_codex":[0.9982025,0.0002605233,0.0001808329,0.0006553235,0.0003475868,0.0003532254],"domain_scores_gemma":[0.9988163,0.00001007294,0.0001041634,0.0007499869,0.0001533486,0.0001661944],"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":[0.000001510127,0.00002403575,1.959737e-8,0.0000507575,0.00005037325,0.0000243884,0.0001094398,0.00001570894,0.00007912553,0.003497692,0.8482267,0.1479203],"study_design_scores_gemma":[0.0001084273,0.00004935209,0.000001672027,0.0001350024,0.00001407481,0.00003965681,0.00002453475,0.001188765,0.00006321067,0.0001572734,0.9979852,0.0002327727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[8.851012e-7,0.0004860099,0.0597938,0.0007972299,0.0004943564,0.0000765562,0.00007577896,0.001416736,0.9368587],"genre_scores_gemma":[0.0005895729,0.0001820374,0.002501998,0.0002064667,0.0008749704,3.249014e-8,0.0002591323,0.005110985,0.9902748],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1497586,"threshold_uncertainty_score":0.9992706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02565430437603329,"score_gpt":0.233895568981884,"score_spread":0.2082412646058507,"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."}}