{"id":"W1982740274","doi":"10.2118/0804-0026-jpt","title":"Techbits: Research Symposium Focuses on Complexity of Carbonate-Reservoir Characterization and Simulation","year":2004,"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":"ConocoPhillips (Canada)","funders":"","keywords":"Carbonate; Reservoir modeling; Petroleum engineering; Characterization (materials science); Geology; Reservoir simulation; Materials science; Nanotechnology; Metallurgy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001727137,0.000842493,0.0007989347,0.001120898,0.0008062752,0.004466431,0.0009766364,0.001280927,0.02378663],"category_scores_gemma":[0.003065582,0.0004805473,0.001030267,0.001611593,0.001096037,0.003920181,0.001602446,0.002737942,0.006883771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442666,"about_ca_system_score_gemma":0.001543078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002811032,"about_ca_topic_score_gemma":0.004484317,"domain_scores_codex":[0.9993258,0.00014752,0.00004226402,0.0001712127,0.0002486362,0.00006459149],"domain_scores_gemma":[0.9977737,0.0008447285,0.00006486948,0.0002558045,0.0007520927,0.000308859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001013029,0.0001808652,0.00280134,0.0006984986,0.00009944794,0.0001816348,0.0003392674,0.04339354,0.005728827,0.1723347,0.2864901,0.4876505],"study_design_scores_gemma":[0.00002025304,0.0001677072,0.001823475,0.0005185344,0.00004536213,0.0004327686,0.0002523027,0.09270319,0.003965005,0.09710547,0.8029125,0.00005339508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.02595308,0.1005602,0.5631647,0.04602908,0.01784539,0.000251031,0.001687402,0.003676727,0.2408323],"genre_scores_gemma":[0.1992392,0.1167107,0.3189203,0.003361239,0.01151129,0.0003573769,0.004347458,0.002352043,0.3432004],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02378663,"threshold_uncertainty_score":0.07957423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04666631580303595,"score_gpt":0.3248050010182496,"score_spread":0.2781386852152136,"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."}}