{"id":"W1964110550","doi":"10.1021/ie060526d","title":"Aging of Carbonaceous Deposits from Heavy Hydrocarbon Vapors","year":2006,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coker unit; Asphalt; Hydrocarbon; Mineralogy; Phenanthrene; Materials science; Chemistry; Geology; Analytical Chemistry (journal); Environmental chemistry; Metallurgy; Composite material; Coke","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001304777,0.0002195928,0.0002287135,0.0003016562,0.0003037636,0.000258139,0.0002677111,0.0001972354,0.0008399648],"category_scores_gemma":[0.0003442033,0.000105215,0.0001513652,0.0002432044,0.0002179975,0.0002369209,0.0002009933,0.000224179,0.0001520206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003366436,"about_ca_system_score_gemma":0.0001824971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002836479,"about_ca_topic_score_gemma":0.003804295,"domain_scores_codex":[0.9999039,0.000006566511,0.000006619844,0.00002315057,0.00003655938,0.00002305618],"domain_scores_gemma":[0.9998333,0.00002788053,0.0000311843,0.00002553269,0.00006062646,0.00002134883],"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":[0.00007160302,0.000009154311,0.001215187,0.00001847415,0.000005601225,0.00007946848,0.00003016793,0.0001190208,0.9970046,0.00001418395,0.000009643702,0.001423052],"study_design_scores_gemma":[0.000002508099,0.0001150512,0.0133789,0.00000181674,0.000008550885,0.0001146536,0.00003357428,0.0005677768,0.9854376,0.000008926127,0.0003268901,0.000003707804],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999315,0.00008060256,0.0003679373,0.00000409596,0.000002067124,0.000003901968,0.00003231861,0.00001354053,0.0001806291],"genre_scores_gemma":[0.9976041,0.0001026697,0.001094061,0.000007915632,0.000002109403,0.000005740441,0.0001390001,0.00001626845,0.001028098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002836479,"threshold_uncertainty_score":0.005639911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02947752337878835,"score_gpt":0.2710379489863842,"score_spread":0.2415604256075958,"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."}}