{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000267543,0.0003684776,0.0003568,0.0004945389,0.0002271754,0.0003111505,0.0002161775,0.0003411374,0.0005035477],"category_scores_gemma":[0.00047243,0.0001181864,0.0002650149,0.0004267514,0.0002612755,0.0003146983,0.0001873967,0.0003607948,0.000149274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003630243,"about_ca_system_score_gemma":0.0002339689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003108735,"about_ca_topic_score_gemma":0.002944373,"domain_scores_codex":[0.9997868,0.00002994361,0.00001657396,0.00003840248,0.00008088106,0.00004736107],"domain_scores_gemma":[0.9997471,0.00008044968,0.00004613444,0.00001122385,0.00008203773,0.00003307321],"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":[0.0001132468,0.00001524655,0.0006900168,0.00002041826,0.00000361818,0.00003037018,0.00002387846,0.00008607941,0.9982475,0.00001115917,0.000006598203,0.0007518925],"study_design_scores_gemma":[0.000003677564,0.0001538306,0.004121464,0.000002172943,0.000007839337,0.00003491769,0.00003490796,0.0009471723,0.9945589,0.000009269947,0.0001208317,0.000005023763],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989586,0.00011444,0.0006318379,0.000007687406,0.000003338787,0.00000768144,0.00009756882,0.00001761848,0.0001612978],"genre_scores_gemma":[0.9973614,0.0002525212,0.001494513,0.0000118104,0.000004312878,0.00001534678,0.0002366349,0.00001145058,0.0006120679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003108735,"threshold_uncertainty_score":0.0061813,"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."}}