{"id":"W3085595429","doi":"10.1021/acsomega.0c02058","title":"Foam Dynamics in Limestone Carbonate Cores","year":2020,"lang":"en","type":"article","venue":"ACS Omega","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Energi Simulation","keywords":"Carbonate; Enhanced oil recovery; Saturation (graph theory); Chemical engineering; Fossil fuel; Adsorption; Petroleum engineering; Materials science; Gas oil ratio; Mineralogy; Chemistry; Geology; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008403626,0.000125273,0.0001048517,0.0004124473,0.0001543225,0.000153977,0.0001497324,0.0001414189,0.0009899952],"category_scores_gemma":[0.0002179534,0.00007565293,0.0001048417,0.0001364365,0.0001547675,0.0002248571,0.0001582573,0.0001277549,0.0000867602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000353321,"about_ca_system_score_gemma":0.0001867975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007253185,"about_ca_topic_score_gemma":0.00884562,"domain_scores_codex":[0.9999361,0.000003829291,0.000002730847,0.00001561151,0.00002034572,0.00002131416],"domain_scores_gemma":[0.9999148,0.00002177304,0.00001728245,0.000002827092,0.00002907027,0.00001430161],"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":[0.0003740687,0.00004018615,0.01721049,0.0000956624,0.000008548067,0.0002580263,0.0002301333,0.001647671,0.9687067,0.0002212195,0.0001086496,0.01109855],"study_design_scores_gemma":[0.00001535019,0.0006484197,0.08059252,0.0000263152,0.00001861605,0.0002144964,0.0004460309,0.02822459,0.8866022,0.0001712458,0.003013812,0.00002651461],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988612,0.0001047788,0.0003372817,0.000009412258,0.000001720295,0.000004477497,0.00009380996,0.00002098536,0.0005664619],"genre_scores_gemma":[0.9987619,0.0000994312,0.0003991575,0.000005336713,0.000001077612,0.000006322345,0.0001287833,0.000004505235,0.0005935067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007253185,"threshold_uncertainty_score":0.01442188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009141983660318641,"score_gpt":0.2109199063892793,"score_spread":0.2017779227289607,"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."}}