{"id":"W4319229150","doi":"10.1007/s12274-023-5475-7","title":"Oxidization-induced structural optimization of Ni3Fe-N-C derived from 3D covalent organic framework for high-efficiency and durable oxygen evolution reaction","year":2023,"lang":"en","type":"article","venue":"Nano Research","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Catalysis; Oxygen evolution; Materials science; Rational design; Covalent bond; Conductivity; Porosity; Pyrolysis; Chemical engineering; Nanotechnology; Chemistry; Electrode; Electrochemistry; Organic chemistry; Composite material; Physical 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":[],"consensus_categories":[],"category_scores_codex":[0.0007430585,0.0001478508,0.000214961,0.0004894896,0.0004205607,0.00004346156,0.0002289266,0.0002859656,0.0001393248],"category_scores_gemma":[0.001337346,0.000147456,0.00004308662,0.001834244,0.00007923646,0.0002730139,0.0001190804,0.000238119,0.00003394197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005121726,"about_ca_system_score_gemma":0.000219847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003537913,"about_ca_topic_score_gemma":0.0003132609,"domain_scores_codex":[0.9977039,0.000202676,0.0003216174,0.0004650855,0.0008202178,0.000486513],"domain_scores_gemma":[0.9979928,0.0005360583,0.00013113,0.0003754506,0.0008741464,0.00009040698],"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":[0.0001717583,0.00002582924,0.0002063446,0.00004623413,0.00004459848,0.000001078993,0.0002226998,0.01563301,0.9713658,0.01088374,0.0001182419,0.001280644],"study_design_scores_gemma":[0.001238584,0.000396409,0.009209868,0.00009750888,0.00004049983,0.000002480429,0.0004104034,0.1226351,0.8493522,0.01624272,0.0001115371,0.0002627271],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567466,0.00009573563,0.04194215,0.0002944737,0.0002630641,0.0004137952,0.00001067756,0.0001434144,0.00009012711],"genre_scores_gemma":[0.9941612,0.0001430688,0.004669672,0.000008372181,0.0001318231,0.0000553816,0.0005014979,0.00004987255,0.0002790418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1220136,"threshold_uncertainty_score":0.6013082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03090705312493808,"score_gpt":0.3042648528129143,"score_spread":0.2733577996879762,"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."}}