{"id":"W4407693216","doi":"10.1016/j.energy.2025.135125","title":"Experimental investigation on the feasibility of integrating heat pipe in fixed-bed reactor for dry reforming of methane","year":2025,"lang":"en","type":"article","venue":"Energy","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Methane; Carbon dioxide reforming; Waste management; Methane reformer; Environmental science; Nuclear engineering; Process engineering; Steam reforming; Syngas; Engineering; Chemistry; Hydrogen production; Hydrogen","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000447659,0.0003879571,0.0003556879,0.000197309,0.0004458842,0.000307594,0.0006998475,0.0006185271,0.002016887],"category_scores_gemma":[0.0006448584,0.0003127383,0.000326636,0.0002361973,0.0004648297,0.0005530376,0.0002975255,0.0005313681,0.0002754498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002443665,"about_ca_system_score_gemma":0.0002203127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008534702,"about_ca_topic_score_gemma":0.0009080452,"domain_scores_codex":[0.9997278,0.00004503255,0.00001066208,0.00006584213,0.00009074229,0.00005998809],"domain_scores_gemma":[0.9997124,0.0001215608,0.00004100776,0.00004384689,0.00006246178,0.00001870388],"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":[0.0007127173,0.0001740482,0.0009277656,0.0001152512,0.00001120872,0.00007711705,0.00009501737,0.0005652831,0.9952117,0.0001648644,0.00005380213,0.001891382],"study_design_scores_gemma":[0.00003356432,0.001366103,0.003370616,0.000002921975,0.00001900545,0.00004002271,0.00005386805,0.002330123,0.9923003,0.00002248235,0.0004522015,0.000008790808],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981001,0.00006469285,0.00117437,0.00001485331,0.000008142708,0.00001341022,0.00008081772,0.00003938407,0.0005043926],"genre_scores_gemma":[0.9979877,0.00006163558,0.001243912,0.000004423231,0.000004629348,0.000008622981,0.00007919963,0.000009461592,0.000600412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002016887,"threshold_uncertainty_score":0.006747127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03461530739607258,"score_gpt":0.2918297651277094,"score_spread":0.2572144577316369,"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."}}