{"id":"W2064164136","doi":"10.2118/2002-026","title":"CO Flooding Performance Prediction for Alberta Oil Pools","year":2002,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Energy","funders":"","keywords":"Flooding (psychology); Environmental science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002445059,0.0004664697,0.0001761737,0.0008216203,0.0002348466,0.0004080664,0.0003000583,0.0001813996,0.0007394077],"category_scores_gemma":[0.0005067178,0.0001627993,0.0002243798,0.0005050462,0.0001288787,0.0002075063,0.0002113182,0.0001056928,0.0002015934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546584,"about_ca_system_score_gemma":0.001429708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.22611,"about_ca_topic_score_gemma":0.1880333,"domain_scores_codex":[0.9999063,0.00001064514,0.000004880657,0.00001984072,0.00003723464,0.00002113085],"domain_scores_gemma":[0.9998062,0.00004634947,0.00003162906,0.00001084621,0.0000812174,0.00002388616],"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":[0.0003915015,0.00006588818,0.1910562,0.00003641885,0.00004347233,0.0002453889,0.0001015642,0.7471867,0.0152141,0.0002728284,0.0009818121,0.04440412],"study_design_scores_gemma":[0.00001110506,0.00009993703,0.089257,0.000003921479,0.00001475106,0.00003080428,0.0000818046,0.9008228,0.009086428,0.0001433916,0.0004326396,0.00001536203],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995765,0.0000247279,0.002610288,0.00001256309,9.960069e-7,0.00001240885,0.0005687994,0.0001775751,0.0008275872],"genre_scores_gemma":[0.9972555,0.00001476724,0.001535863,0.000001453527,4.052161e-7,0.000006169332,0.0006719069,0.000005244014,0.0005087731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.77389,"threshold_uncertainty_score":0.4495878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296601175761962,"score_gpt":0.1953143405584321,"score_spread":0.1823483288008124,"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."}}