{"id":"W4285726406","doi":"10.1002/cssc.202201249","title":"Cover Feature: Engineering Amorphous/Crystalline Structure of Manganese Oxide for Superior Oxygen Catalytic Performance in Rechargeable Zinc–Air Batteries (ChemSusChem 15/2022)","year":2022,"lang":"en","type":"article","venue":"ChemSusChem","topic":"Advanced Nanomaterials in Catalysis","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Catalysis; Amorphous solid; Manganese; Cover (algebra); Materials science; Zinc; Nanotechnology; Oxide; Oxygen; Chemical engineering; Chemistry; Metallurgy; Organic chemistry; Engineering; Mechanical engineering","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005825699,0.0005281428,0.0008981591,0.000265143,0.0002389373,0.0000505854,0.0009274618,0.0001976815,0.00120511],"category_scores_gemma":[0.000263852,0.0005632413,0.000185063,0.0007856905,0.0001420859,0.0005636882,0.000632787,0.0003644908,0.00002102708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005139816,"about_ca_system_score_gemma":0.0001617504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000350348,"about_ca_topic_score_gemma":0.0000120885,"domain_scores_codex":[0.9968569,0.00004290705,0.0007955992,0.00087497,0.0005853243,0.000844355],"domain_scores_gemma":[0.9982134,0.0001917456,0.0003872967,0.0009337806,0.0001350917,0.0001386903],"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":[0.0004054273,0.00007982973,0.0004886431,0.0007807018,0.0000314807,0.00001696952,0.000382094,0.01001413,0.9865311,0.00003072348,0.001200219,0.00003864672],"study_design_scores_gemma":[0.001239489,0.0001041089,0.000699662,0.00005819433,0.00005097849,0.00008146247,0.0002154762,0.001665271,0.9809698,0.0000440865,0.01427717,0.0005942594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996134,0.0005872749,0.0004255603,0.0001855152,0.0005581753,0.000748398,0.0011446,0.0001713214,0.00004516766],"genre_scores_gemma":[0.9844975,0.00002991412,0.01308644,0.0001160176,0.0001686037,0.0003764839,0.0005907291,0.0001363888,0.0009979587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01307695,"threshold_uncertainty_score":0.9997079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008154699407729438,"score_gpt":0.2125283173146566,"score_spread":0.2043736179069271,"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."}}