{"id":"W2774922515","doi":"10.1016/j.cherd.2017.12.008","title":"System development of integrated high temperature and low temperature Fischer–Tropsch synthesis for high value chemicals","year":2017,"lang":"en","type":"article","venue":"Process Safety and Environmental Protection","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Natural Science Foundation of China; Syncrude","keywords":"Fischer–Tropsch process; Process engineering; Coal; Investment (military); Coal gasification; Coproduction; Process integration; Syngas; Capital investment; Engineering; Environmental science; Waste management; Business; Chemistry; Catalysis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002386619,0.0002462144,0.0003476279,0.00004525756,0.0004686118,0.00003678765,0.0001382718,0.0002817269,0.000009739367],"category_scores_gemma":[0.0001262229,0.0002028116,0.00004390946,0.00004265043,0.00009982924,0.0002838741,0.00008819238,0.0002715581,0.000001336842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254861,"about_ca_system_score_gemma":0.00001886934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006518679,"about_ca_topic_score_gemma":0.000002517382,"domain_scores_codex":[0.9988745,0.00001352152,0.0003515215,0.0003674588,0.0001803496,0.000212689],"domain_scores_gemma":[0.9994273,0.00003045051,0.0002194608,0.0002220252,0.00001646096,0.00008428025],"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":[0.0003023848,0.00003998647,0.00007474762,0.00186422,0.00007949958,7.445987e-7,0.0001930808,0.000250969,0.9893745,0.00006290025,3.229401e-7,0.007756631],"study_design_scores_gemma":[0.0006052399,0.00003132073,0.0008876816,0.0005434909,0.00005355737,0.00002729972,0.0004369135,0.002762198,0.9942924,0.00003275015,0.00007836587,0.0002487224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969699,0.0001706685,0.001857158,0.00006991388,0.00006858008,0.0006681249,0.0001096064,0.00006105665,0.0000249827],"genre_scores_gemma":[0.9984483,0.00004256004,0.0009206485,0.000003948915,0.00006778988,0.0002863293,0.00009623629,0.00003734425,0.00009680961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007507909,"threshold_uncertainty_score":0.8270416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005791826447950785,"score_gpt":0.196296873707044,"score_spread":0.1905050472590933,"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."}}