{"id":"W1972269436","doi":"10.1021/ef010234j","title":"Quality of Distillates from Repeated Recycle of Residue","year":2002,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Syncrude (Canada); University of Alberta","funders":"","keywords":"Residue (chemistry); Coke; Chemistry; Distillation; Nitrogen; Vacuum distillation; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009169649,0.0001066967,0.0003414327,0.0000370886,0.00003606792,0.000008967299,0.000174925,0.00009839779,0.00205305],"category_scores_gemma":[0.0001481174,0.00009763336,0.000136028,0.0001643372,0.00007476681,0.00004381768,0.00003361139,0.00006593094,0.000004687274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001572494,"about_ca_system_score_gemma":0.000009648684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002701917,"about_ca_topic_score_gemma":0.0001058731,"domain_scores_codex":[0.9989577,0.00003592567,0.0004429978,0.0002255025,0.0002044522,0.0001334384],"domain_scores_gemma":[0.9990349,0.0001223084,0.0003022003,0.0004167473,0.00007351704,0.00005035933],"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":[0.00002066049,0.00008620947,0.007737486,0.0000540054,0.0001157468,0.000002554544,0.0001295958,0.00002635936,0.9713081,0.0001203085,0.0002178432,0.02018115],"study_design_scores_gemma":[0.0002549894,0.00000708411,0.001766443,0.00007525272,0.00003931296,3.514674e-7,0.0000661075,0.0001195025,0.9933808,0.0007198698,0.00345415,0.00011611],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9167833,0.001730051,0.00005373767,0.00006338195,0.00001449131,9.081404e-7,0.00006391046,0.00004422507,0.081246],"genre_scores_gemma":[0.9806909,0.0001630658,0.0002272186,0.00001644634,0.00006339891,0.000001818031,0.00004754179,0.00001213437,0.01877745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06390763,"threshold_uncertainty_score":0.9988592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02210054257540821,"score_gpt":0.2510540202937449,"score_spread":0.2289534777183367,"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."}}