{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004064665,0.0001102126,0.0001441634,0.00005921291,0.000008889629,0.00001492467,0.0001518721,0.00007569808,0.000003190261],"category_scores_gemma":[0.00004432008,0.0001238214,0.00002561203,0.0002516378,0.0000167626,0.0001106071,0.00003813419,0.0001971781,0.00003319659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519477,"about_ca_system_score_gemma":0.000009661387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003760141,"about_ca_topic_score_gemma":0.0001650353,"domain_scores_codex":[0.9994488,0.000007833947,0.000143251,0.0001268447,0.00008710234,0.000186173],"domain_scores_gemma":[0.9997511,0.00003769065,0.00001366236,0.0001340634,0.00001158475,0.00005188604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002526074,0.0002920488,0.06893265,0.001878857,0.0004259523,0.001099361,0.006454209,0.2239798,0.3460594,0.04229093,0.04284154,0.2654926],"study_design_scores_gemma":[0.001244624,0.0003798559,0.01454422,0.0002243806,0.00003089944,0.00001605935,0.0002648228,0.6145878,0.342278,0.00902784,0.01586858,0.001532909],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675317,0.0004419083,0.0008458379,0.0002696416,0.0001249904,0.000109406,0.00001153115,0.0009468677,0.0297181],"genre_scores_gemma":[0.9977884,0.0002312558,0.001588121,0.0001942852,0.00003860086,0.00002173347,0.00001094926,0.0000396165,0.000086997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.390608,"threshold_uncertainty_score":0.5049289,"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."}}