{"id":"W2315288124","doi":"10.1021/ie501866e","title":"New Laboratory Core Flooding Experimental System","year":2014,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Flooding (psychology); Water flooding; Petroleum engineering; Emulsion; Enhanced oil recovery; Environmental science; Oil in place; Computer science; Geology; Engineering; Petroleum; Chemical 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008236245,0.0002818196,0.0002970228,0.0001324606,0.00008418939,0.0001184592,0.000491355,0.0004550811,0.0001190264],"category_scores_gemma":[0.0003577714,0.0003308716,0.00007024357,0.0006142909,0.00003493761,0.0001606305,0.0001158421,0.001298842,0.00006302867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007662197,"about_ca_system_score_gemma":0.000106979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000246656,"about_ca_topic_score_gemma":2.903222e-7,"domain_scores_codex":[0.9979457,0.00002882756,0.0003282826,0.0003367158,0.000621438,0.000739026],"domain_scores_gemma":[0.9987958,0.0002286481,0.00002360804,0.0004990994,0.00009933484,0.0003534794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000009322313,0.000008177491,0.00004018297,0.0001611956,0.00002766876,0.00001110695,0.00003968758,0.01015245,0.9786476,0.000163228,0.009506056,0.001233351],"study_design_scores_gemma":[0.0004489538,0.0000335,0.00000600243,0.0003131938,0.00000411682,0.00001016169,0.0000765322,0.02007809,0.9575616,0.000006039502,0.02116404,0.0002977288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736415,0.0005244011,0.001951954,0.00001950698,0.0009454316,0.000329116,0.00002287258,0.003587775,0.01897741],"genre_scores_gemma":[0.9965852,0.000009756803,0.0006397556,0.00000179404,0.002100856,0.00007787349,0.00001353982,0.0001203356,0.0004508917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02294366,"threshold_uncertainty_score":0.9999143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0633810069367623,"score_gpt":0.3115161937776456,"score_spread":0.2481351868408833,"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."}}