{"id":"W2778083025","doi":"10.1021/acs.energyfuels.7b03495","title":"Asphaltene Deposition during Bitumen Extraction with Natural Gas Condensate and Naphtha","year":2017,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Suncor Energy (Canada); University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Suncor Energy Incorporated","keywords":"Naphtha; Asphaltene; Chemistry; Toluene; Solvent; Deposition (geology); Hydrocarbon; Chemical engineering; Extraction (chemistry); Asphalt; Phenanthrene; Pentane; Refining (metallurgy); Organic chemistry; Materials science; Catalysis; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00004146839,0.0001348766,0.0001489092,0.00004090168,0.0005946547,0.0002380979,0.0001164233,0.00006947012,0.00006576752],"category_scores_gemma":[0.00001386262,0.0001122217,0.0000413177,0.00002848845,0.00007251466,0.0003559479,0.00003445618,0.0001265916,0.000002923833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003276687,"about_ca_system_score_gemma":0.00001721806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002867051,"about_ca_topic_score_gemma":0.0001116946,"domain_scores_codex":[0.9992682,0.000008477122,0.0001165024,0.0002611454,0.0001550798,0.0001905949],"domain_scores_gemma":[0.9994083,0.00001282049,0.0001864222,0.0002760253,0.00004419085,0.00007226247],"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":[0.0000527653,0.00001773727,0.002318683,0.00004949959,0.00008257564,0.00006795025,0.00002495065,0.000008903402,0.9813847,0.00003570434,0.000004235057,0.01595232],"study_design_scores_gemma":[0.0006032787,0.00001228467,0.004169084,0.0001221104,0.00008121776,0.0001738068,0.00004472574,0.0002322678,0.9938258,0.00008033228,0.0004742716,0.0001808463],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847631,0.0007631304,0.00006913431,0.0001446851,0.00004026285,0.000002045833,0.000002310259,0.00006487587,0.01415045],"genre_scores_gemma":[0.9846911,0.000123179,0.0001877394,0.00002372601,0.0001824574,0.000007967319,0.00001798581,0.00001692381,0.01474889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01577148,"threshold_uncertainty_score":0.4576268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006887324920729612,"score_gpt":0.2329610907011793,"score_spread":0.2260737657804497,"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."}}