{"id":"W2000474917","doi":"10.1021/ie030550g","title":"Fluid Properties at Coking Process Conditions","year":2003,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Surface tension; Coke; Viscosity; Chemistry; Rod; Cracking; Materials science; Analytical Chemistry (journal); Thermodynamics; Composite material; Chromatography; Organic chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006686036,0.0002574,0.0002928681,0.0001020668,0.0004652127,0.0001817744,0.000422691,0.0003952112,0.002041091],"category_scores_gemma":[0.001931642,0.0002548248,0.0001131798,0.0006741359,0.0001590729,0.0001289415,0.00009025475,0.001205175,0.00005618926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004083439,"about_ca_system_score_gemma":0.0003438279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001676179,"about_ca_topic_score_gemma":5.615586e-7,"domain_scores_codex":[0.997454,0.00002860308,0.0003519685,0.0004970551,0.0008393059,0.0008290552],"domain_scores_gemma":[0.9988031,0.0001405884,0.000059601,0.0004384086,0.0002858713,0.0002724523],"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":[0.00002060008,0.00005718848,0.0005161681,0.0003299355,0.00007820457,0.00002390921,0.00007900571,0.002934829,0.9951302,0.00001590508,0.0006122029,0.0002018826],"study_design_scores_gemma":[0.0006178666,0.000006470464,0.000002153085,0.0003289636,0.00002522398,0.00004135305,0.000270844,0.001760846,0.9680162,0.00001277908,0.02863063,0.0002866783],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558999,0.0003954585,0.000003342602,0.000109432,0.0000540764,0.00002040785,0.00002571925,0.0002454223,0.04324625],"genre_scores_gemma":[0.9695434,0.00001490023,0.000006549952,0.000004009751,0.0005375628,0.000112979,0.00005030383,0.00005375108,0.02967655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02801843,"threshold_uncertainty_score":0.9999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021471375142854,"score_gpt":0.3305119917114923,"score_spread":0.228364854197207,"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."}}