{"id":"W2965372883","doi":"10.11159/htff19.134","title":"Experiments and Modeling of Thermal Quenching in a Pilot Scale Delayed Coker","year":2019,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Engineering Structural Analysis Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coker unit; Scale (ratio); Quenching (fluorescence); Automotive engineering; Nuclear engineering; Computer science; Materials science; Engineering; Physics; Metallurgy; Coke","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":[0.0001986695,0.0002507953,0.000462595,0.0001554444,0.00001739367,0.0000395115,0.0002411131,0.00007561595,0.00001763859],"category_scores_gemma":[0.00003574044,0.0002030301,0.00005707269,0.000222363,0.00002863828,0.0001405257,0.0001484007,0.0002219176,3.168273e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003742646,"about_ca_system_score_gemma":0.000003455174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000202977,"about_ca_topic_score_gemma":0.000001175684,"domain_scores_codex":[0.9988831,0.000004850448,0.0004294342,0.0002436887,0.0001817295,0.00025718],"domain_scores_gemma":[0.9996513,0.00004483974,0.0000701788,0.0001246973,0.00004030681,0.00006872615],"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":[0.00005717021,0.00001185206,0.00005651757,0.000372068,0.00004316888,2.017552e-7,0.00002122265,0.04231776,0.9561987,0.0008229796,0.000003709866,0.00009467678],"study_design_scores_gemma":[0.0003112965,0.00002639415,0.00002286378,0.0003178005,0.00001921081,0.000002474834,0.0000201186,0.3103243,0.6887152,0.00008147386,0.00000792932,0.0001509502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990399,0.00003796128,0.0000162417,0.00001592394,0.0004565414,0.0001920494,0.000006304364,0.00008541482,0.0001496338],"genre_scores_gemma":[0.9943671,0.00003131547,0.005454578,0.000007669455,0.00004623847,0.00002540989,9.339789e-7,0.00004559613,0.00002121215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2680065,"threshold_uncertainty_score":0.8279326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00897740075945182,"score_gpt":0.2231083444826815,"score_spread":0.2141309437232297,"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."}}