{"id":"W2947908385","doi":"10.1002/cctc.201900514","title":"Predictable Catalysis of Electron‐Rich Palladium Catalyst toward Aldehydes Hydrogenation","year":2019,"lang":"en","type":"article","venue":"ChemCatChem","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"Ministry of Science and Technology of the People's Republic of China; National Natural Science Foundation of China","keywords":"Palladium; Catalysis; Chemistry; Metal; Electron transfer; Nanoparticle; Electron; Photochemistry; Materials science; Organic chemistry; Nanotechnology; Physics","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":[0.0003344682,0.0003447114,0.0005427537,0.0002549919,0.00006460051,0.00002504514,0.0005942848,0.0002561638,0.0003501988],"category_scores_gemma":[0.00008911797,0.0003460284,0.0002365713,0.001023495,0.00007103189,0.0003519781,0.0001381981,0.0002307188,0.0005910228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004638849,"about_ca_system_score_gemma":0.00021256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002107166,"about_ca_topic_score_gemma":0.000323645,"domain_scores_codex":[0.9975613,0.00003650569,0.0005256953,0.0006203053,0.0006126593,0.0006435873],"domain_scores_gemma":[0.9982107,0.0000794399,0.0003140014,0.0009165785,0.0003290612,0.0001502632],"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":[0.00008225172,0.0001758292,0.003487944,0.0001627461,0.0004110338,0.000003461229,0.0008248141,0.0006048124,0.9886957,0.003215897,0.001139533,0.001195921],"study_design_scores_gemma":[0.00074292,0.0001162711,0.0002188291,0.00002768808,0.0001584882,0.00001185828,0.0001894882,0.000574481,0.9896069,0.0008053495,0.007197943,0.000349799],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659818,0.0005874828,0.00004283267,0.0002165006,0.0001618929,0.0001917484,0.000003491204,0.0002056449,0.0326086],"genre_scores_gemma":[0.995187,0.00008402271,0.000204915,0.00007216197,0.000118679,0.00003695253,0.0007571328,0.00007684343,0.003462282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0292052,"threshold_uncertainty_score":0.9998991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006620973395991489,"score_gpt":0.2052009435737802,"score_spread":0.1985799701777887,"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."}}