{"id":"W4315642577","doi":"10.34133/research.0032","title":"Site-Selective Polyolefin Hydrogenolysis on Atomic Ru for Methanation Suppression and Liquid Fuel Production","year":2023,"lang":"en","type":"article","venue":"Research","topic":"Nanomaterials for catalytic reactions","field":"Chemistry","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"University of California, Riverside; National Natural Science Foundation of China","keywords":"Hydrogenolysis; Polyolefin; Catalysis; Methanation; Yield (engineering); Chemistry; Materials science; Organic chemistry; Metallurgy","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":[0.0001066574,0.0002582914,0.0002247487,0.0001835625,0.00008935036,0.0001676587,0.0003414509,0.0002926923,0.0008207603],"category_scores_gemma":[0.000196553,0.0001094626,0.0001588163,0.0001151414,0.000190476,0.0001975388,0.0002376015,0.0003800064,0.0002869394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001600677,"about_ca_system_score_gemma":0.00009796955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002415055,"about_ca_topic_score_gemma":0.0006349894,"domain_scores_codex":[0.9998856,0.00001463697,0.000007318858,0.00002156621,0.00003775095,0.00003315529],"domain_scores_gemma":[0.9999459,0.00001618005,0.00001310298,0.000009740633,0.000008488601,0.000006646641],"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":[0.00002496831,0.00001049431,0.00006361019,0.00002996903,0.000002616438,0.0000371356,0.00000797304,0.00009304336,0.9974912,0.00009823457,0.00004719202,0.002093509],"study_design_scores_gemma":[0.000002506008,0.0000393939,0.0001814103,0.000001514267,0.000002574952,0.00002828904,0.000004812341,0.0006182225,0.9987103,0.000008770325,0.000400428,0.000001763039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862468,0.001303278,0.008871185,0.0001343701,0.00004947388,0.00002754298,0.00009229336,0.0001985248,0.00307639],"genre_scores_gemma":[0.9963722,0.0002778594,0.002516091,0.00001620622,0.0000062061,0.000008214286,0.00004414999,0.00001526532,0.0007438494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008207603,"threshold_uncertainty_score":0.002745688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07411952353744769,"score_gpt":0.3831622205455196,"score_spread":0.3090426970080719,"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."}}