{"id":"W4404108829","doi":"10.1002/cjce.25534","title":"Simultaneous use of disulphide oil for chemical‐enhanced oil recovery by emulsion formation and stability with asphaltene deposition control","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emulsion; Asphaltene; Chemical engineering; Chemistry; Deposition (geology); Chromatography; Organic chemistry; Engineering; Geology","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":[0.0001598878,0.0003467101,0.0001885503,0.0001753796,0.00008975908,0.0001774721,0.0001897807,0.0001974874,0.0004061491],"category_scores_gemma":[0.0001903418,0.000105508,0.0002276382,0.0001259039,0.0001431783,0.0002294826,0.0002171029,0.0002180021,0.0001063397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002369967,"about_ca_system_score_gemma":0.0002209689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006840745,"about_ca_topic_score_gemma":0.001224575,"domain_scores_codex":[0.9998734,0.00001106716,0.0000119051,0.00003319089,0.00005267776,0.00001769752],"domain_scores_gemma":[0.9998536,0.00002216133,0.000058326,0.00001125845,0.00003477023,0.00001991352],"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":[0.00001953538,0.00000899594,0.00004900946,0.00001379878,0.000001073128,0.000007458849,0.000004057929,0.00007096581,0.9993375,0.00001656278,0.000003720989,0.0004672419],"study_design_scores_gemma":[0.000002090597,0.00007481771,0.0002068066,6.656887e-7,0.000002224885,0.000006140222,0.00000281967,0.0007169528,0.9988,0.000003215948,0.000182973,0.000001218472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915205,0.0003516891,0.007405447,0.00002172724,0.00001258671,0.00003174292,0.00007152619,0.00005470528,0.0005301193],"genre_scores_gemma":[0.9892462,0.0002899771,0.009310427,0.00001145465,0.000003320263,0.00003840114,0.00006833857,0.0000124054,0.001019452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006840745,"threshold_uncertainty_score":0.001719594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005205722360987543,"score_gpt":0.1834166369033739,"score_spread":0.1782109145423864,"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."}}