{"id":"W2791935119","doi":"10.1002/cjce.23140","title":"Performance evaluation of fixed‐bed, millistructured, and metallic foam reactor channels for CO<sub>2</sub> methanation","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Association Instituts Carnot","keywords":"Methanation; Materials science; Substitute natural gas; Power to gas; Methane; Space velocity; Chemical engineering; Hydrogen; Catalysis; Process engineering; Waste management; Electrolysis; Syngas; Chemistry; Engineering; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001263213,0.0001785381,0.0003216185,0.0002317825,0.00005141452,0.00001975179,0.0002478127,0.0001299169,0.00001251064],"category_scores_gemma":[0.001146847,0.0001409935,0.0001291462,0.0002214892,0.00009638179,0.000210997,0.00001557811,0.0002685236,9.772191e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003778402,"about_ca_system_score_gemma":0.0002145854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001417351,"about_ca_topic_score_gemma":0.00006582765,"domain_scores_codex":[0.998669,0.00001527413,0.0004715606,0.0001275742,0.000399895,0.0003167246],"domain_scores_gemma":[0.9986059,0.00015441,0.0002366915,0.0001798731,0.0005363873,0.0002867554],"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":[0.00001908894,0.000002304375,0.00001230214,0.00008001812,0.0001029056,6.296817e-7,0.0003155627,0.001683083,0.9914721,0.0001208477,0.00001408033,0.006177125],"study_design_scores_gemma":[0.0005126216,0.00004040913,0.00002682835,0.0001085069,0.0001797548,0.00009816232,0.00001241399,0.1106482,0.8879024,0.00009423713,0.0002394339,0.0001370146],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982928,0.0004394456,0.0005984456,0.00008392969,0.0003239734,0.000197598,0.00001751057,0.0000113243,0.00003498334],"genre_scores_gemma":[0.9988037,0.000006152457,0.000576495,0.00001182431,0.0005357506,0.00001092234,0.00001361179,0.00003828589,0.000003218453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1089651,"threshold_uncertainty_score":0.5749547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02008686712560494,"score_gpt":0.2422889619565503,"score_spread":0.2222020948309454,"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."}}