{"id":"W1972615745","doi":"10.1002/cjce.21978","title":"Vanadium substituted SBA‐15 supported bimetallic Pt, Pd catalysts for hydrogenation of toluene to methylcyclohexane","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sant Longowal Institute of Engineering and Technology","keywords":"Methylcyclohexane; Catalysis; Toluene; Vanadium; Bimetallic strip; Cyclopentane; Chemistry; Hydrogen; Mesoporous material; Hydrogenolysis; Inorganic 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00153659,0.0001517757,0.0003497353,0.0002309962,0.00006672568,0.00007798547,0.00085882,0.00007229235,0.00006599125],"category_scores_gemma":[0.002106142,0.0001212935,0.00008961725,0.0003986201,0.0001178333,0.000198764,0.00003291191,0.0001071507,0.000009988948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002133544,"about_ca_system_score_gemma":0.0005225323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001499788,"about_ca_topic_score_gemma":0.000607578,"domain_scores_codex":[0.9985205,0.00001856208,0.0005656823,0.0001684505,0.0003118579,0.0004149587],"domain_scores_gemma":[0.9983875,0.0002045096,0.0002540227,0.0002850449,0.0003305293,0.0005383993],"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":[0.0000134022,0.000004745777,0.000004868142,0.00005604804,0.00001254133,0.000003469258,0.0001721098,0.006448473,0.9925455,0.0004334406,0.0002113313,0.00009403541],"study_design_scores_gemma":[0.0002212996,0.00003344111,0.00003371379,0.00005846106,0.00004782527,0.00009907896,0.000005342241,0.003185523,0.9943209,0.0003524473,0.001502169,0.0001398254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885941,0.0000971369,0.009783423,0.000558857,0.0007062784,0.0001674284,0.00003589061,0.00001452564,0.0000423666],"genre_scores_gemma":[0.9947373,5.25607e-7,0.004931392,0.000081982,0.0001981906,0.000008082843,0.000007163994,0.00002044253,0.00001492918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006143198,"threshold_uncertainty_score":0.4946204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005797621840911,"score_gpt":0.2194358798797063,"score_spread":0.2093779036612972,"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."}}