{"id":"W4247349603","doi":"10.2118/2004-077","title":"Evaluation of Oil Recovery Performances of Surfactants Using Organic Conception Diagrams","year":2004,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Petroleum engineering; Computer science; Process engineering; Geology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003557681,0.0001150427,0.0001563984,0.0002617894,0.00002307372,0.00002105112,0.0002315109,0.00008072308,0.0005265539],"category_scores_gemma":[0.0001236461,0.0001339809,0.00004629438,0.000125079,0.00006175381,0.0003439006,0.00001143869,0.0001040166,0.000008692171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001121769,"about_ca_system_score_gemma":0.0007943842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008058319,"about_ca_topic_score_gemma":0.06107397,"domain_scores_codex":[0.9988995,0.00002439386,0.0002983637,0.0001274375,0.000484146,0.0001661604],"domain_scores_gemma":[0.9989887,0.00002302963,0.0001067731,0.0001386679,0.0006578357,0.00008499184],"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":[0.00001645074,0.00002678343,0.00559947,0.00009208047,0.0002001858,0.000002775771,0.0003472472,0.7087646,0.224548,0.001880493,0.00005116258,0.05847077],"study_design_scores_gemma":[0.001485682,0.0001813419,0.03080424,0.00105991,0.0001440618,0.00002063702,0.0003043715,0.5412105,0.4157877,0.007792791,0.0005549401,0.0006538727],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823532,0.0001178862,0.003181019,0.00002314786,0.0005716612,0.00004213576,0.00009119442,0.00004287414,0.01357693],"genre_scores_gemma":[0.998715,0.0002575252,0.0008761171,0.000009681445,0.00004518922,0.000009204085,0.00003283707,0.00001663461,0.00003775529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1912397,"threshold_uncertainty_score":0.9985471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03089506932817442,"score_gpt":0.2590773007647634,"score_spread":0.2281822314365889,"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."}}