{"id":"W2623378581","doi":"10.14447/jnmes.v13i3.167","title":"Tungsten effect over co-hydrotalcite catalysts to produce hydrogen from bio-ethanol","year":2010,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrotalcite; Catalysis; Physisorption; Hydrogen production; Tungsten; Hydrogen; Chemistry; Inorganic chemistry; Mesoporous material; Nuclear chemistry; Materials science; Chemical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001165687,0.0003065974,0.0002220786,0.000262549,0.0000971987,0.0002562819,0.0002172778,0.0001609548,0.0009332458],"category_scores_gemma":[0.0002529713,0.0001529272,0.000155512,0.0001940244,0.0001606616,0.0001640825,0.0001997674,0.0001986352,0.0001871417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001947065,"about_ca_system_score_gemma":0.0001360929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001142784,"about_ca_topic_score_gemma":0.002685578,"domain_scores_codex":[0.9998993,0.000009458943,0.000009492063,0.00001899013,0.0000392093,0.00002346903],"domain_scores_gemma":[0.9999013,0.00002611893,0.00001966846,0.00001116151,0.00002429384,0.00001748642],"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":[0.0001554749,0.00001642267,0.0001970862,0.00005161031,0.0000109287,0.00003349739,0.00001487476,0.0001195595,0.996718,0.00005589059,0.00002385555,0.002602663],"study_design_scores_gemma":[0.000004028999,0.00006226417,0.0003720195,0.000001373429,0.000007272484,0.00002182469,0.000003648046,0.0002807464,0.9989942,0.00000440815,0.0002472196,0.000001110947],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975253,0.0005537075,0.0007994022,0.00002581427,0.000009513137,0.00001027309,0.00005945677,0.00004375404,0.0009726887],"genre_scores_gemma":[0.9974739,0.000324326,0.0006883632,0.000008175964,0.000002956781,0.000005531285,0.0001077749,0.00002378916,0.00136521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001142784,"threshold_uncertainty_score":0.003122091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00777136811967007,"score_gpt":0.2625019076515429,"score_spread":0.2547305395318728,"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."}}