{"id":"W4392360334","doi":"10.1016/j.apcata.2024.119649","title":"Engineered Ru on HY zeolite catalyst for continuous and selective hydrodeoxygenation of lignin phenolics to cycloalkanes under moderate conditions","year":2024,"lang":"en","type":"article","venue":"Applied Catalysis A General","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"U.S. Department of Energy","keywords":"Hydrodeoxygenation; Guaiacol; Chemistry; Catalysis; Jet fuel; Lignin; Organic chemistry; Space velocity; Zeolite; Cyclohexene; Cyclohexane; Selectivity","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001359496,0.0002725797,0.0004868984,0.0004439085,0.0001217863,0.00009226173,0.00009584655,0.00008962088,0.000003701618],"category_scores_gemma":[0.00001588123,0.000280912,0.0001363207,0.0007179772,0.00004369099,0.0000884219,0.00003773405,0.00009450372,0.0000198799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009021226,"about_ca_system_score_gemma":0.00002207717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000027183,"about_ca_topic_score_gemma":0.00005462819,"domain_scores_codex":[0.9986901,0.000008811269,0.0004040783,0.0004221469,0.0002004478,0.0002744323],"domain_scores_gemma":[0.9993755,0.0001211152,0.00004270245,0.0002548227,0.0001096738,0.00009621731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003870147,0.00006336706,0.000006761688,0.0002007983,0.001511844,0.000001505135,0.002659637,0.6162616,0.3352297,0.03479666,0.00658266,0.002646832],"study_design_scores_gemma":[0.0008258789,0.00009200493,0.0004517259,0.00005395601,0.0008318324,0.000006781415,0.0004002009,0.2772884,0.7123539,0.003267486,0.003652984,0.0007748991],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593151,0.001036876,0.03509332,0.0001961819,0.0001740862,0.0007460924,0.0007763748,0.0003810656,0.002280859],"genre_scores_gemma":[0.9969162,0.000104149,0.0006001056,0.00009882334,0.0001756446,0.0004966874,0.001244622,0.00006862095,0.000295095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3771242,"threshold_uncertainty_score":0.9999643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007740239321048665,"score_gpt":0.2287136001549454,"score_spread":0.2209733608338968,"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."}}