{"id":"W4399564366","doi":"10.1016/j.cej.2024.153011","title":"Solar-driven gasification for syngas production at low temperatures using a rotary hybrid porous media reactor","year":2024,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; Natural Sciences and Engineering Research Council of Canada; Science and Engineering Research Council; Agencia Nacional de Investigación y Desarrollo; Agenția Națională pentru Cercetare și Dezvoltare","keywords":"Syngas; Porous medium; Chemical engineering; Process engineering; Materials science; Production (economics); Waste management; Porosity; Environmental science; Catalysis; Chemistry; Engineering; Organic chemistry; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003429034,0.0003446869,0.0003553221,0.0002482027,0.00009249589,0.0001042179,0.0002465243,0.000138069,0.0000294693],"category_scores_gemma":[0.001138859,0.0003158397,0.0002865779,0.0002738172,0.00003111476,0.0004212814,0.00007815003,0.0009137021,0.00001419941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086899,"about_ca_system_score_gemma":0.00007546938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004171482,"about_ca_topic_score_gemma":1.912779e-7,"domain_scores_codex":[0.9980594,0.000008974249,0.000551878,0.0004410426,0.0003779637,0.0005607257],"domain_scores_gemma":[0.9990396,0.0001881171,0.0000879382,0.0002778876,0.0001207294,0.0002856845],"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":[0.00003690604,0.00002406335,0.000007581019,0.0004720186,0.0001159589,0.00007611255,0.0001969647,0.01246381,0.985373,0.00003648095,0.0002374693,0.0009595998],"study_design_scores_gemma":[0.0002112077,0.00001096599,0.000005120205,0.0006241394,0.0000913679,0.004167293,0.00001355603,0.1929497,0.800418,0.00002559846,0.001169148,0.0003139021],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955851,0.001598763,0.03947015,0.0001488505,0.002122121,0.0002664401,0.0000339955,0.000499991,0.00000865222],"genre_scores_gemma":[0.9816028,0.00004624456,0.01447183,0.00001039306,0.00342886,0.00003756924,0.000141407,0.0001676947,0.00009323334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.184955,"threshold_uncertainty_score":0.9999294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386924451395906,"score_gpt":0.2334578310178263,"score_spread":0.2195885865038672,"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."}}