{"id":"W4406989275","doi":"10.2139/ssrn.5117799","title":"Insights into Co2 Activation Mechanism in the Cuceo2 Catalyzed Reverse Water Gas Shift Reaction: Investigating Dopant-Induced Activity Enhancement","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Oxidative Organic Chemistry Reactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Waterloo","funders":"","keywords":"Water-gas shift reaction; Dopant; Catalysis; Mechanism (biology); Materials science; Reaction mechanism; Chemistry; Chemical physics; Photochemistry; Doping; Optoelectronics; Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001475356,0.0006810678,0.0006003406,0.0002234096,0.0005430419,0.0002069683,0.00101573,0.0006810905,0.0001560579],"category_scores_gemma":[0.0003246017,0.0005217741,0.0002745106,0.0003142554,0.0000799949,0.0003404488,0.0004407768,0.01131564,0.00002895003],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007903143,"about_ca_system_score_gemma":0.00466763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001527414,"about_ca_topic_score_gemma":0.002072929,"domain_scores_codex":[0.9953935,0.0002695256,0.0008192383,0.0008833414,0.0008003277,0.001834135],"domain_scores_gemma":[0.9976571,0.0002077632,0.0008250992,0.0009918934,0.0001888791,0.000129299],"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":[0.00006963345,0.0002352159,0.00002449459,0.0001912828,0.0003415582,0.000008243898,0.00340365,0.00001540656,0.9918796,0.002285612,0.00002527246,0.001520032],"study_design_scores_gemma":[0.0007380734,0.00002742242,0.00002379021,0.0004863529,0.0001452124,0.00007687072,0.003159494,0.00009492259,0.8360423,0.1583425,0.0004097993,0.000453285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910835,0.0001087124,0.001070407,0.004041211,0.0003752794,0.0003516311,0.000006793513,0.0000810991,0.002881386],"genre_scores_gemma":[0.9970986,0.0006674165,0.00006979106,0.00009902854,0.0007133731,0.0001528368,0.0001971001,0.00005190751,0.0009499405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1560569,"threshold_uncertainty_score":0.9997234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721319292798819,"score_gpt":0.2617468856964086,"score_spread":0.2445336927684204,"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."}}