{"id":"W4407257973","doi":"10.1002/aic.18764","title":"Sequential hydrogenation enhanced by bidirectional hydrogen spillover over cascade catalyst","year":2025,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Nanomaterials for catalytic reactions","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Science Foundation of Shandong Province; National Natural Science Foundation of China; Jinan Science and Technology Bureau","keywords":"Catalysis; Cascade; Hydrogen spillover; Hydrogen; Chemistry; Spillover effect; Cascade reaction; Materials science; Combinatorial chemistry; Metal; Chemical engineering; Nanotechnology; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008685879,0.0003091764,0.0002340686,0.0001680394,0.0001300802,0.0002020368,0.0004009465,0.0002733662,0.001241219],"category_scores_gemma":[0.0001168902,0.0001585548,0.0001731476,0.0001264905,0.0001664554,0.0003554473,0.0003721833,0.0003686037,0.000308026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002964326,"about_ca_system_score_gemma":0.0001580829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007257796,"about_ca_topic_score_gemma":0.001485159,"domain_scores_codex":[0.9998949,0.000005792531,0.000004140083,0.0000266729,0.00003528816,0.0000331729],"domain_scores_gemma":[0.9999537,0.000007814194,0.000009474175,0.00000806408,0.00001040271,0.00001056098],"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":[0.00009379124,0.00004222744,0.0002455952,0.00006793752,0.000009712782,0.0001332986,0.00002395106,0.000477168,0.9930073,0.0008774007,0.0002058919,0.004815824],"study_design_scores_gemma":[0.00001331424,0.0001277801,0.0004369467,0.000002017269,0.000006529223,0.00006309704,0.000008756152,0.004007109,0.9938173,0.00006135987,0.001450984,0.000004877274],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987192,0.000358668,0.006653385,0.0000460177,0.00004077793,0.00002837373,0.00007534702,0.0001873186,0.005417933],"genre_scores_gemma":[0.9968467,0.0001020683,0.002095784,0.000009633406,0.000004879133,0.00001071831,0.00003313014,0.000008508873,0.0008884978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001241219,"threshold_uncertainty_score":0.004152238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00722542004123879,"score_gpt":0.2574815679093824,"score_spread":0.2502561478681436,"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."}}