{"id":"W2779210243","doi":"10.1021/acscentsci.7b00442","title":"Theoretical Investigations of the Electrochemical Reduction of CO on Single Metal Atoms Embedded in Graphene","year":2017,"lang":"en","type":"article","venue":"ACS Central Science","topic":"CO2 Reduction Techniques and Catalysts","field":"Energy","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Basic Energy Sciences; Division of Graduate Education; Natural Sciences and Engineering Research Council of Canada; Stanford University","keywords":"Graphene; Electrochemistry; Reduction (mathematics); Materials science; Metal; Nanotechnology; Chemistry; Electrode; Metallurgy; Physical chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002253012,0.0005360809,0.0003919285,0.0007818445,0.0006735018,0.0004973242,0.00089656,0.0009120774,0.003941208],"category_scores_gemma":[0.0007871231,0.0002027865,0.000525023,0.0003891087,0.0006975513,0.0006401904,0.0002949535,0.0004668309,0.0003076037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013999,"about_ca_system_score_gemma":0.0004324981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003483638,"about_ca_topic_score_gemma":0.003769289,"domain_scores_codex":[0.9998735,0.00002378547,0.000002703257,0.0000115202,0.00005628833,0.00003210291],"domain_scores_gemma":[0.9998499,0.00008821051,0.00001171732,0.00001996827,0.00002123527,0.000008999557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001515889,0.0002946713,0.001761039,0.001136659,0.0001420537,0.001177547,0.0003603182,0.3930597,0.04504564,0.5363115,0.002683833,0.01787543],"study_design_scores_gemma":[0.0000229973,0.00005422061,0.0008234658,0.00002687757,0.00002791472,0.0001154608,0.00009719547,0.9553816,0.006237488,0.03510923,0.002089335,0.00001426511],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7853284,0.004153089,0.04870095,0.002398659,0.0002711807,0.0001442532,0.0005338365,0.0002210968,0.1582485],"genre_scores_gemma":[0.9881843,0.001019488,0.006260192,0.00009671358,0.00002814802,0.00006054248,0.0001222502,0.00002033025,0.004207981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003941208,"threshold_uncertainty_score":0.01318467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455427475665075,"score_gpt":0.2692055279391519,"score_spread":0.2546512531825011,"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."}}