{"id":"W2330465279","doi":"10.1021/ef101661n","title":"Fouling Characteristics of Hydrocarbon Streams Containing Olefins and Conjugated Olefins","year":2011,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nalco (Canada); Natural Resources Canada","funders":"","keywords":"Fouling; Conjugated system; Chemical engineering; Autoclave; Coke; Polymerization; Chemistry; Olefin fiber; Hydrocarbon; Organic chemistry; Cracking; Coker unit; Catalysis; Polymer; Membrane","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":[],"consensus_categories":[],"category_scores_codex":[0.00008936796,0.0001906265,0.0003872328,0.00007465365,0.00008427293,0.00002634334,0.0001474919,0.0001344044,0.0001910809],"category_scores_gemma":[0.00005347528,0.0001864293,0.00008243819,0.0001126594,0.0001014709,0.00007564348,0.00005698598,0.0001313334,0.000002117527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001985461,"about_ca_system_score_gemma":0.00004219089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006349065,"about_ca_topic_score_gemma":0.00006246586,"domain_scores_codex":[0.9989282,0.0000158062,0.0003676537,0.0002819581,0.0001514249,0.0002549874],"domain_scores_gemma":[0.9992723,0.00004744986,0.0002641075,0.0002420856,0.00006483999,0.0001092495],"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":[0.00008714092,0.0001303202,0.03088422,0.0001273602,0.0002573402,0.00003787611,0.0008084643,0.000002910175,0.9029833,0.001438963,0.000005156988,0.06323694],"study_design_scores_gemma":[0.0008860829,0.0000946894,0.001909094,0.0003333342,0.0002677621,0.0000152006,0.0005666821,0.001301471,0.991359,0.0004503895,0.002384299,0.0004320141],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9451971,0.0004215075,0.0002413421,0.000009942388,0.00003074668,0.000002211521,0.00002045297,0.00007749419,0.05399921],"genre_scores_gemma":[0.9975114,0.0001818746,0.0002609185,0.00006871107,0.00008778797,0.000005020034,0.00005277779,0.00002732888,0.001804163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08837567,"threshold_uncertainty_score":0.7602367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584679629656715,"score_gpt":0.2131134579573587,"score_spread":0.1972666616607915,"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."}}