{"id":"W2529018200","doi":"","title":"Screening of the EOR Potential of a Wolfcamp Shale Oil Reservoir","year":2015,"lang":"en","type":"article","venue":"49th U.S. Rock Mechanics/Geomechanics Symposium","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Petroleum engineering; Oil shale; Enhanced oil recovery; Geology; Tight oil; Petroleum reservoir; Reservoir engineering; Petroleum; Paleontology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001263217,0.0004453342,0.0006690637,0.0002978405,0.000115447,0.00004130437,0.001087976,0.0003682761,0.00009233494],"category_scores_gemma":[0.0002592484,0.0003939764,0.0003583794,0.001009059,0.000009885362,0.0002564444,0.0004366033,0.0005189347,0.00002138582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209591,"about_ca_system_score_gemma":0.0001115079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004399023,"about_ca_topic_score_gemma":0.000007662279,"domain_scores_codex":[0.9968811,0.0001834176,0.0009555091,0.0004078773,0.0009385239,0.0006335602],"domain_scores_gemma":[0.9976717,0.0001242716,0.0002690136,0.001210067,0.0004260915,0.0002988771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005077078,0.0000428465,0.000008667134,0.0002798976,0.00009992688,0.000003584217,0.0002921979,0.9125254,0.0821418,0.003672197,0.0006194534,0.0002632868],"study_design_scores_gemma":[0.001161903,0.0001207467,0.000004068362,0.0001820368,0.00007757792,0.00001969655,0.0002648658,0.9241542,0.06854749,0.003167379,0.001924078,0.0003759269],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07915046,0.0007437085,0.9154068,0.000152244,0.002473169,0.0002902868,0.0000887321,0.0004005357,0.001294064],"genre_scores_gemma":[0.9863787,0.000125242,0.01207511,0.00002700673,0.0002041399,0.0000383802,0.00002107734,0.0001533244,0.0009770803],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9072282,"threshold_uncertainty_score":0.9998512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02172224299885406,"score_gpt":0.2403617454692334,"score_spread":0.2186395024703793,"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."}}