{"id":"W4253352461","doi":"10.1016/s1359-6128(21)00008-2","title":"Weir expects to close Oil & Gas sale in Q1 2021","year":2020,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Weir; Petroleum engineering; Quarter (Canadian coin); Petroleum industry; Gas industry; Engineering; Natural gas; Waste management; Environmental engineering; Geography; Cartography; Archaeology","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":["insufficient_payload"],"category_scores_codex":[0.0001389133,0.0002665019,0.0003915374,0.0001652229,0.00008435146,0.0000677755,0.0004169799,0.0005455569,0.002904949],"category_scores_gemma":[0.0003371001,0.0002832951,0.0001432688,0.001631805,0.00004082653,0.0001556978,0.0001712545,0.0008526276,0.00208823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001004519,"about_ca_system_score_gemma":0.00009224183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01236744,"about_ca_topic_score_gemma":0.01919135,"domain_scores_codex":[0.9980881,0.0001579968,0.0003988439,0.0004994325,0.0002832783,0.0005723648],"domain_scores_gemma":[0.9987757,0.00004957985,0.00007886632,0.000445901,0.00005033072,0.0005996885],"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":[0.0006694958,0.0012616,0.01326203,0.0002614201,0.0008726352,0.001529642,0.02619535,0.2127841,0.01558041,0.4548454,0.190605,0.082133],"study_design_scores_gemma":[0.0004983678,0.00004265539,0.0007053864,0.00005020521,0.00003364952,0.000008593718,0.0006926394,0.0002352248,0.002789389,0.0004360511,0.9941286,0.0003791675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.784261,0.0001603719,0.000003702537,0.01632696,0.0001999509,0.00003842593,0.00003614962,0.00007863544,0.1988948],"genre_scores_gemma":[0.986469,0.00003999058,0.0001031754,0.006083894,0.00124815,0.00002618185,0.00008415585,0.00002848302,0.00591693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8035237,"threshold_uncertainty_score":0.9999619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03326680670898468,"score_gpt":0.278245270395897,"score_spread":0.2449784636869123,"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."}}