{"id":"W2103118237","doi":"10.1002/cjce.20595","title":"Co–Pd/γ‐Al<sub>2</sub>O<sub>3</sub> catalyst for heavy oil upgrading: Desorption kinetics, reducibility and catalytic activity","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King Fahd University of Petroleum and Minerals","keywords":"Catalysis; Hydrodesulfurization; Coke; Desorption; Adsorption; Cobalt; Materials science; Dispersion (optics); Chemistry; Activation energy; Chemical engineering; Inorganic chemistry; Metallurgy; Physical chemistry; 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":[0.0004619985,0.000270477,0.000433191,0.000220851,0.0001224483,0.00006950313,0.000217951,0.000115532,0.000002406847],"category_scores_gemma":[0.0002857528,0.0002450722,0.0001738662,0.0002509302,0.0001207397,0.0002360152,0.00001843228,0.0003737617,0.000003041344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003921902,"about_ca_system_score_gemma":0.00009911906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001784328,"about_ca_topic_score_gemma":0.000553528,"domain_scores_codex":[0.9986768,0.0000125823,0.0004680493,0.0002140939,0.000185154,0.0004433604],"domain_scores_gemma":[0.9988241,0.0001154792,0.000122052,0.0002974314,0.0001510382,0.0004899101],"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":[0.00002272855,0.00001477834,0.00004397252,0.000131889,0.0001701106,0.000006758123,0.0005254686,0.005977692,0.9891192,0.0000471356,0.0003884726,0.003551811],"study_design_scores_gemma":[0.0003301803,0.0000282236,0.0005667275,0.00008224079,0.0001423333,0.00009579642,0.00001984799,0.01497081,0.9831288,0.00007060213,0.0002956365,0.0002687545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960831,0.0006744796,0.002514188,0.0002085336,0.0002641623,0.0001026573,0.00005028695,0.00004789584,0.00005468862],"genre_scores_gemma":[0.999437,0.00007602762,0.0001617321,0.00003151766,0.0002056007,0.00001309169,0.00001613693,0.00005679225,0.000002052162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008993122,"threshold_uncertainty_score":0.9993755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830774336809171,"score_gpt":0.2019777156405743,"score_spread":0.1836699722724826,"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."}}