{"id":"W2585081744","doi":"10.2118/0816-0014-jpt","title":"Guest Editorial: Lessons for a Downturn","year":2016,"lang":"en","type":"editorial","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Economics; Boom; Business; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000985632,0.0003810923,0.0009899626,0.001224659,0.00004898697,0.00004745944,0.0008334861,0.002537078,0.00001063122],"category_scores_gemma":[0.002922334,0.0003000709,0.0003603566,0.0002252054,0.00006553761,0.000133523,0.0000523317,0.001751353,0.00001189211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002924463,"about_ca_system_score_gemma":0.0001845561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.715025e-7,"about_ca_topic_score_gemma":0.000001701874,"domain_scores_codex":[0.9977722,0.00003453667,0.0009277394,0.0002007881,0.0006066135,0.0004580781],"domain_scores_gemma":[0.9970539,0.001188427,0.0004362877,0.0004406351,0.0007647583,0.0001159964],"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":[0.00003959807,0.00001281323,0.000001864057,0.0001610941,0.0002039291,0.00001141094,0.000007606619,0.02288041,0.001191118,0.00009054708,0.9743393,0.001060293],"study_design_scores_gemma":[0.00153642,0.0002550265,7.812334e-7,0.0002641241,0.00009614941,0.00001627877,0.000008925859,0.001150218,0.0006421956,0.001274372,0.9944544,0.0003010382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00008977921,0.001262546,0.0714361,0.0005829592,0.9259136,0.00008546472,0.0001397751,0.00035188,0.0001379269],"genre_scores_gemma":[0.0004386063,0.0007931743,0.009474519,0.000001388981,0.9886011,0.00002966028,0.00001400485,0.0001429132,0.0005046573],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06268751,"threshold_uncertainty_score":0.9999452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00881445936189597,"score_gpt":0.3005721328738725,"score_spread":0.2917576735119765,"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."}}