{"id":"W2908363315","doi":"10.1002/cjce.23441","title":"Experimental investigation of dynamic asphaltene adsorption on calcite packs: The impact of single and mixed‐salt brine films","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphaltene; Adsorption; Brine; Ionic strength; Chemical engineering; Chemistry; Calcite; Wetting; Inorganic chemistry; Saturation (graph theory); Mineralogy; Organic chemistry; Aqueous solution","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003393397,0.000543408,0.0006846944,0.0003188241,0.000514761,0.000404945,0.0004663615,0.0006287274,0.001395776],"category_scores_gemma":[0.0004822506,0.0003140494,0.0003844463,0.0005021251,0.0003787906,0.0004313455,0.0004369456,0.0006932403,0.0001928138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003308472,"about_ca_system_score_gemma":0.0002167295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003592793,"about_ca_topic_score_gemma":0.005110482,"domain_scores_codex":[0.9995002,0.00003989987,0.00004090946,0.0001029151,0.0002151405,0.0001009281],"domain_scores_gemma":[0.9995546,0.0001782718,0.00006883826,0.00004652431,0.0001210027,0.00003082344],"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":[0.0000831223,0.00005282839,0.0003464443,0.00008314037,0.00001014584,0.00003812544,0.00005741751,0.000183952,0.9985728,0.00002218294,0.00001685151,0.000533023],"study_design_scores_gemma":[0.00001114933,0.0003491627,0.002700368,0.000004911559,0.00001994955,0.00002761184,0.00007661313,0.001535337,0.9948841,0.00001304466,0.0003668574,0.00001097962],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985971,0.0002000439,0.0004917451,0.00001271255,0.00000964504,0.00002414444,0.0001484791,0.00001867584,0.0004975338],"genre_scores_gemma":[0.9963608,0.0006076675,0.002004093,0.00002540539,0.00001254225,0.00005810439,0.0001653434,0.00002169963,0.0007442095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003592793,"threshold_uncertainty_score":0.007143736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007122585510007903,"score_gpt":0.2130189746145443,"score_spread":0.2058963891045364,"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."}}