{"id":"W4385268900","doi":"10.2118/0623-0004-jpt","title":"Petroleum++: ATCE, Financial Results, and GEODE","year":2023,"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":"Exhibition; Service (business); Petroleum industry; Work (physics); Politics; Petroleum; Public relations; Business; Engineering; Management; Marketing; Political science; Economics; Mechanical engineering; History; Geology; Law","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":[0.003288244,0.001047479,0.0004932355,0.002661936,0.001839015,0.0148241,0.0009830508,0.002787388,0.338469],"category_scores_gemma":[0.008396144,0.0003320286,0.0003005625,0.005069816,0.001106494,0.006835385,0.003806624,0.002795595,0.1468391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003058324,"about_ca_system_score_gemma":0.004595591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005396443,"about_ca_topic_score_gemma":0.007276274,"domain_scores_codex":[0.9970788,0.0002997983,0.0001359397,0.0002362777,0.001876615,0.0003725666],"domain_scores_gemma":[0.9932335,0.0007154499,0.0004883267,0.0004315697,0.002287154,0.002844003],"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":[0.00001504415,0.00001105714,0.0001436865,0.00004074704,0.000001051993,0.00002945745,0.00001961311,0.00004707561,0.00005183841,0.0044729,0.9703442,0.02482331],"study_design_scores_gemma":[0.000002653276,0.000005202756,0.0003198422,0.00003970451,5.316618e-7,0.00003351701,0.00005493029,0.00004916271,0.00005332034,0.0009608964,0.9984761,0.000004226452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001653919,0.01216022,0.00151406,0.09060875,0.03906656,0.00007948209,0.006038629,0.001916622,0.8469618],"genre_scores_gemma":[0.02207802,0.009109946,0.0015934,0.006123724,0.01032381,0.0001062107,0.00494151,0.001590842,0.9441325],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.338469,"threshold_uncertainty_score":0.9435936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026369798225105,"score_gpt":0.2489099923006253,"score_spread":0.2386462943183743,"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."}}