{"id":"W2002858646","doi":"10.2118/1111-0012-jpt","title":"Spectrum: Training for Your Future","year":2011,"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":"Workforce; Crew; Young professional; Petroleum industry; Training (meteorology); Economic shortage; Work (physics); Aging in the American workforce; Business; Public relations; Engineering; Marketing; Political science; Economic growth; Economics; Aeronautics; Government (linguistics); Mechanical engineering; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001780346,0.001033121,0.0005996702,0.0009287397,0.004681325,0.0104616,0.001302011,0.005190745,0.5114274],"category_scores_gemma":[0.008594045,0.0004011557,0.00061875,0.0006150458,0.001062026,0.00616907,0.007182272,0.007508072,0.4343883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391454,"about_ca_system_score_gemma":0.006580953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001599657,"about_ca_topic_score_gemma":0.004235389,"domain_scores_codex":[0.9978556,0.0002859254,0.00007404309,0.0002512616,0.0009245439,0.0006086725],"domain_scores_gemma":[0.9900752,0.0003507326,0.0002190563,0.0003332871,0.001721034,0.007300676],"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":[0.000004337496,0.00001662558,0.00004521667,0.00001464128,4.497292e-7,0.00001912297,0.00004446902,0.000005072991,0.00004167161,0.000418099,0.983331,0.01605937],"study_design_scores_gemma":[0.0000030842,0.00001233752,0.0001777156,0.00008640128,7.04362e-7,0.00006100659,0.0002961391,0.00001198746,0.00002423564,0.0004732129,0.9988489,0.000004204685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001067703,0.006731943,0.001130651,0.2728707,0.1325438,0.0001792709,0.0007685436,0.001792826,0.5829146],"genre_scores_gemma":[0.003942497,0.003190167,0.0006584595,0.04843151,0.0129495,0.0001471102,0.000464475,0.0003925408,0.9298237],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5114274,"threshold_uncertainty_score":0.6968895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04265897219126058,"score_gpt":0.2739762072865162,"score_spread":0.2313172350952556,"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."}}