{"id":"W2967762692","doi":"10.1002/aenm.201900889","title":"Rational Design of Novel Catalysts with Atomic Layer Deposition for the Reduction of Carbon Dioxide","year":2019,"lang":"en","type":"article","venue":"Advanced Energy Materials","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Institut national de la recherche scientifique","keywords":"Atomic layer deposition; Catalysis; Materials science; Nanomaterials; Nanotechnology; Selective catalytic reduction; Electrochemical reduction of carbon dioxide; Greenhouse gas; Combustion; Carbon fibers; Reduction (mathematics); Deposition (geology); Layer (electronics); Chemical engineering; Carbon monoxide; Chemistry; Organic chemistry; Composite number; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006732474,0.0001688818,0.0003500498,0.00006145394,0.00006606066,0.00003339532,0.0003756285,0.00005989683,0.00006199031],"category_scores_gemma":[0.00006688003,0.0001158828,0.00003118623,0.0001659138,0.000204333,0.0003710315,0.00006937771,0.00001839731,0.000003292957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005804215,"about_ca_system_score_gemma":0.0001438076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002490285,"about_ca_topic_score_gemma":0.000009200658,"domain_scores_codex":[0.9985113,0.00005056371,0.000510806,0.0003552149,0.0003370271,0.000235047],"domain_scores_gemma":[0.9984825,0.0002249174,0.0005633364,0.0004473796,0.0002517182,0.00003016566],"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":[0.0007006473,0.000043592,0.000003529882,0.0001022712,0.00001188971,1.818481e-7,0.0000690974,0.03953739,0.9560121,0.003439886,0.000004258573,0.00007516448],"study_design_scores_gemma":[0.0007761609,0.0001674733,0.00005910615,0.00009032084,0.00003893588,0.0000337569,0.00005351764,0.0006329355,0.9972824,0.0006952728,0.00002209599,0.0001480456],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8817919,0.00006372799,0.1165062,0.0000360066,0.001021328,0.0004225795,0.0000913019,0.00003050004,0.00003646466],"genre_scores_gemma":[0.9758011,0.00002069542,0.02375414,0.0000191476,0.00008319665,0.0001770904,0.00003667898,0.00002449962,0.00008341395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09400925,"threshold_uncertainty_score":0.4725562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446243033444481,"score_gpt":0.2459427428085502,"score_spread":0.2314803124741054,"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."}}