{"id":"W2327643856","doi":"10.1021/ef400314m","title":"Suppression of Coke Formation during Bitumen Pyrolysis","year":2013,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Resources Canada; Helmholtz-Alberta Initiative","keywords":"Coke; Pyrolysis; Hydrogen; Chemistry; Chemical engineering; Solvent; Yield (engineering); Organic chemistry; Materials science; Metallurgy","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":[0.0001734748,0.0004157967,0.000360418,0.0001849416,0.0002062092,0.0003076835,0.0002163602,0.0002239047,0.0007355409],"category_scores_gemma":[0.00037843,0.0001631964,0.0002083581,0.0002290701,0.000277087,0.0003082237,0.0002692236,0.0004422549,0.0001786935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002709952,"about_ca_system_score_gemma":0.0002607141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006319219,"about_ca_topic_score_gemma":0.001490494,"domain_scores_codex":[0.999828,0.00001863205,0.00001385361,0.00003040495,0.00006224992,0.00004696545],"domain_scores_gemma":[0.9997581,0.00008185724,0.00005852507,0.00002220528,0.00005146455,0.00002792481],"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":[0.00009039421,0.000005289558,0.0001102492,0.00002887261,0.0000022009,0.0000205609,0.0000102633,0.00008675577,0.9990854,0.00002098777,0.000004316391,0.0005347302],"study_design_scores_gemma":[0.00000141345,0.00003826902,0.0003215233,9.600802e-7,0.000001687734,0.00001003917,0.000004432711,0.0001699371,0.9993612,0.000005239109,0.00008405557,0.000001227196],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969366,0.0003453597,0.001971816,0.00001762265,0.000009430934,0.00001697926,0.00008265988,0.00002931152,0.0005903541],"genre_scores_gemma":[0.9975445,0.0002751368,0.001488699,0.00001090787,0.000002517728,0.00001575598,0.00008398506,0.00001793477,0.0005605646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007355409,"threshold_uncertainty_score":0.002460659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006002721385641258,"score_gpt":0.2045351505030166,"score_spread":0.1985324291173753,"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."}}