{"id":"W2013468231","doi":"10.1021/ef060496r","title":"Fluid Catalytic Cracking Quality Improvement of Bitumen after Paraffinic Froth Treatment","year":2007,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"North China University of Technology","keywords":"Asphalt; Fluid catalytic cracking; Cracking; Boiling point; Asphaltene; Solvent; Chemical engineering; Hydrocarbon; Catalysis; Boiling; Naphtha; Materials science; Chemistry; Sulfur; Pulp and paper industry; Gasoline; Fuel oil; Oil sands; Organic chemistry; Waste management; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001521224,0.0002436857,0.0003480387,0.0003057914,0.0001539989,0.000240222,0.0001708523,0.0001567031,0.0009003077],"category_scores_gemma":[0.0004251818,0.0001018222,0.0001867904,0.0002239628,0.0002056085,0.0002009218,0.00021056,0.0002480349,0.0001552861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002259812,"about_ca_system_score_gemma":0.0001811949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001558223,"about_ca_topic_score_gemma":0.003149937,"domain_scores_codex":[0.9997806,0.00002008168,0.000009466304,0.00003138439,0.0001114105,0.00004705383],"domain_scores_gemma":[0.9998239,0.00003238537,0.00004745035,0.00001773861,0.00006122253,0.00001737068],"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":[0.00006604377,0.000004903495,0.0005461409,0.00003025538,0.000003800625,0.00003555066,0.00001897069,0.00009973966,0.9971086,0.00001332139,0.000004259658,0.002068381],"study_design_scores_gemma":[0.000001310086,0.00008544006,0.002589583,0.00000162776,0.000005278626,0.00004714778,0.00001878144,0.0002389699,0.9968011,0.000004782742,0.0002042389,0.00000173035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979254,0.0003471817,0.001234884,0.000006835332,0.000003185722,0.000008810401,0.00005400856,0.00001808163,0.00040161],"genre_scores_gemma":[0.9978576,0.0002329231,0.001146692,0.000004849976,0.000001587923,0.000003673369,0.00009928502,0.00001360059,0.0006398004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001558223,"threshold_uncertainty_score":0.003098369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416347575564703,"score_gpt":0.2735663930075775,"score_spread":0.2594029172519305,"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."}}