{"id":"W2031494817","doi":"10.2118/160884-ms","title":"A New Viscoelastic Surfactant for High Temperature Carbonate Acidizing","year":2012,"lang":"en","type":"article","venue":"","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"AkzoNobel (Canada)","funders":"","keywords":"Viscosity; Viscoelasticity; Pulmonary surfactant; Corrosion; Carbonate; Materials science; Chemical engineering; Solvent; Thermodynamics; Chemistry; Composite material; Organic chemistry; Metallurgy; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0000808943,0.000158718,0.0001464421,0.00005042539,0.00003331466,0.00003322223,0.00007245356,0.00008285385,0.00003634252],"category_scores_gemma":[0.00001732741,0.0001407998,0.000048519,0.00009634535,0.000003425739,0.0001404082,0.00001046744,0.0001174514,0.00002745998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003883233,"about_ca_system_score_gemma":0.00000941999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002370895,"about_ca_topic_score_gemma":0.000003472972,"domain_scores_codex":[0.9992847,0.000002724934,0.0001292429,0.00009212464,0.00007793296,0.0004132671],"domain_scores_gemma":[0.9996259,0.00005998623,0.000008038109,0.0001255008,0.00001291845,0.0001676588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000008860681,0.00001323876,0.0002681735,0.0002290518,0.0001224699,0.000001781737,0.0004082079,0.7573903,0.2247525,0.007089194,0.006616706,0.003099543],"study_design_scores_gemma":[0.001704447,0.00008795854,0.00189777,0.0002344152,0.0001413483,0.00003366953,0.0001221893,0.4339822,0.5131277,0.0006514996,0.04635467,0.001662209],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5513353,0.003541354,0.4265578,0.000129497,0.006398609,0.0004929479,0.00002400458,0.003008666,0.008511793],"genre_scores_gemma":[0.9837177,0.00002510894,0.01477304,0.0000204697,0.0005095643,0.00001003415,0.000008398109,0.00005986299,0.0008758021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4323824,"threshold_uncertainty_score":0.574165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005410573096579375,"score_gpt":0.1815247604122932,"score_spread":0.1761141873157138,"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."}}