{"id":"W4318717322","doi":"10.1016/j.enconman.2023.116707","title":"Process design, exergy, and economic assessment of a conceptual mobile autothermal methane pyrolysis unit for onsite hydrogen production","year":2023,"lang":"en","type":"article","venue":"Energy Conversion and Management","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Hydrogen production; Waste management; Process engineering; Exergy; Conceptual design; Methane reformer; Methane; Environmental science; Raw material; Exergy efficiency; Steam reforming; Engineering; Hydrogen; Chemistry; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001693546,0.000144444,0.0001910021,0.0001853373,0.00004774665,0.00001066437,0.00009068254,0.00005577409,0.0000663542],"category_scores_gemma":[0.000004185177,0.0001463696,0.00003612271,0.0001704886,0.00009940147,0.0001206244,0.00008027728,0.00003090357,0.000003874853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000373295,"about_ca_system_score_gemma":0.0000170282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001051656,"about_ca_topic_score_gemma":0.00000166539,"domain_scores_codex":[0.9992631,0.00002060662,0.0001802243,0.0002633839,0.00009817073,0.0001745049],"domain_scores_gemma":[0.9996675,0.00004807793,0.00005422599,0.0001298099,0.00002957707,0.0000708016],"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":[0.0003480235,0.0001432288,0.0003674636,0.003824145,0.001773684,0.00002152836,0.002049906,0.1161894,0.7886097,0.008347322,0.007381135,0.07094441],"study_design_scores_gemma":[0.001116683,0.0001191053,0.0001267122,0.00004930504,0.0001345764,0.000002049722,0.00196443,0.04498625,0.9382855,0.0002844097,0.01265982,0.0002711201],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957115,0.0002488896,0.002779868,0.0001088691,0.0001734346,0.0003967044,0.00001091754,0.0002616541,0.0003081311],"genre_scores_gemma":[0.9973231,0.0009084549,0.0005702181,0.00003251133,0.00002123658,0.0002061735,0.00003353041,0.0000244524,0.0008803094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1496758,"threshold_uncertainty_score":0.5968777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388862278082044,"score_gpt":0.2415157637257518,"score_spread":0.2276271409449313,"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."}}