{"id":"W4394960856","doi":"10.1002/cjce.25283","title":"Effect of a new nano‐viscosity reducing agent on the rheological properties and wax deposition characteristics of waxy crude oil","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Scientific Research Fund of Liaoning Provincial Education Department; China Postdoctoral Science Foundation; Department of Education of Liaoning Province; National Natural Science Foundation of China","keywords":"Wax; Rheology; Viscosity; Chemical engineering; Deposition (geology); Materials science; Pour point; Reagent; Chemistry; Chromatography; Composite material; Organic chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003014926,0.0001055965,0.0002331172,0.0000557057,0.00004522049,0.00005031897,0.0001663694,0.00006448972,0.00002341075],"category_scores_gemma":[0.0003487701,0.00005495627,0.0001058878,0.00009284411,0.00007677715,0.00003455726,0.00001375757,0.0003377716,3.831278e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009944615,"about_ca_system_score_gemma":0.0001630479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004601995,"about_ca_topic_score_gemma":0.000009264405,"domain_scores_codex":[0.9993587,0.00001637103,0.0002632948,0.00007621072,0.0001422565,0.0001431922],"domain_scores_gemma":[0.9994612,0.0001622071,0.00009122178,0.00009674995,0.00003430988,0.0001543319],"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":[0.0000301168,0.000003756628,0.00004316373,0.0004473965,0.00009393934,0.00001915122,0.0003020863,0.0004335519,0.9856427,0.00003639691,0.00003127478,0.01291647],"study_design_scores_gemma":[0.00009078548,0.00004497327,0.00002265822,0.001649037,0.0001425958,0.0001014394,0.00001040187,0.009077422,0.9887025,0.000007430783,0.00008559355,0.00006511662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976118,0.001541274,0.00005492059,0.0005966089,0.00004524592,0.000004359575,0.000004416019,0.000007529836,0.0001338199],"genre_scores_gemma":[0.9996114,0.00001984673,0.00003577396,0.0000136077,0.0001592734,9.546211e-7,0.000001058149,0.00001001944,0.0001481095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01285135,"threshold_uncertainty_score":0.2241052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093241417004593,"score_gpt":0.1929937514981964,"score_spread":0.1820613373281505,"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."}}