{"id":"W4282915601","doi":"10.17742/image.pm.13.1.8","title":"“Crude Futures” and “After the Amplify Energy Oil Spill”","year":2022,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Futures contract; Crude oil; Statement (logic); Oil spill; Environmental science; Business; Petroleum engineering; Engineering; Finance; Environmental engineering; Political science; Law","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":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0007024551,0.0002090828,0.0003088805,0.0001313769,0.001910906,0.001037059,0.0004424815,0.00003287889,0.0002696315],"category_scores_gemma":[0.001451712,0.0001241458,0.0001787001,0.0004260522,0.003342208,0.002285849,0.0005534609,0.0005644076,0.000003293446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000278763,"about_ca_system_score_gemma":0.0000869622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003464434,"about_ca_topic_score_gemma":0.0002437142,"domain_scores_codex":[0.9979352,0.0003067086,0.0004831163,0.0002087034,0.000674974,0.0003912956],"domain_scores_gemma":[0.9927741,0.0002376523,0.0002161119,0.0002292644,0.006446021,0.00009681511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000883872,0.0003221953,0.003857419,0.0001248807,0.001240209,0.0007423281,0.009786283,0.00408379,0.003871904,0.773671,0.01460186,0.1868142],"study_design_scores_gemma":[0.001230583,0.0002184374,0.01496805,0.00001676822,0.00009106112,0.001221683,0.0240522,0.00006710194,0.0005324233,0.1016125,0.8556771,0.0003120863],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.847828,0.03544136,0.00006458512,0.04290198,0.001044045,0.00009272729,0.00006960329,0.00005573639,0.07250202],"genre_scores_gemma":[0.9917313,0.001217017,0.0003262264,0.0006817834,0.0002929479,0.00006771152,0.000005487543,0.00001527985,0.005662172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8410752,"threshold_uncertainty_score":0.9999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01894527306041448,"score_gpt":0.3748634312591408,"score_spread":0.3559181581987264,"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."}}