{"id":"W2975316216","doi":"10.2118/1019-0010-jpt","title":"SPE Strong: Strengthening Our Core: Reinforcing Core Strengths, Delivering Membership Value","year":2019,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Plan (archaeology); Core (optical fiber); Perspective (graphical); Public relations; Management; Political science; Computer science; Economics; Statistics; History; Telecommunications; Mathematics; Artificial intelligence; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009009656,0.0005501015,0.0003552875,0.001099297,0.01237583,0.01749118,0.001361054,0.004019597,0.05932507],"category_scores_gemma":[0.0228312,0.0004748873,0.0006021369,0.001073126,0.005407064,0.01389675,0.01583997,0.007621427,0.02920111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004558842,"about_ca_system_score_gemma":0.02128527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003493323,"about_ca_topic_score_gemma":0.01402353,"domain_scores_codex":[0.9925359,0.002706183,0.0002118345,0.000500905,0.00222505,0.00182014],"domain_scores_gemma":[0.9596311,0.002701911,0.001018023,0.001344208,0.007023677,0.02828112],"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":[0.00003343088,0.00006952255,0.001904008,0.0001713929,0.0000166569,0.0001828194,0.005716867,0.0001072125,0.001066554,0.02599878,0.872124,0.09260882],"study_design_scores_gemma":[0.00001088867,0.00006167063,0.001598344,0.0002185171,0.00001201701,0.0001780324,0.007939458,0.0001504929,0.0005231581,0.01639444,0.9728857,0.00002730221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02330517,0.004148981,0.02122945,0.5475335,0.0329445,0.000247779,0.0003208,0.001860318,0.3684094],"genre_scores_gemma":[0.3549649,0.009623461,0.03261279,0.1949597,0.01524488,0.0005218486,0.0008190855,0.002030803,0.3892224],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05932507,"threshold_uncertainty_score":0.1984621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942007977004627,"score_gpt":0.2771924845149716,"score_spread":0.2577724047449254,"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."}}