{"id":"W2891683243","doi":"10.1016/j.apcatb.2018.09.063","title":"A metal-organic framework-derived bifunctional catalyst for hybrid sodium-air batteries","year":2018,"lang":"en","type":"article","venue":"Applied Catalysis B: Environmental","topic":"Advanced battery technologies research","field":"Engineering","cited_by":124,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Natural Science Foundation of China","keywords":"Materials science; Catalysis; Bifunctional; Carbon nanotube; Chemical engineering; Oxygen evolution; Nanoparticle; Metal-organic framework; Dopant; Battery (electricity); Nanomaterials; Nanotechnology; Adsorption; Inorganic chemistry; Doping; Chemistry; Electrode; Electrochemistry; Physical chemistry; Organic 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001213327,0.0004172389,0.0004125614,0.0002326864,0.0002993991,0.00004036465,0.0005637643,0.0001772701,0.001202678],"category_scores_gemma":[0.0000297126,0.0004365896,0.0001777039,0.0002630919,0.0007154351,0.000228467,0.000337231,0.0003419304,0.001242699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004108528,"about_ca_system_score_gemma":0.00001278393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003097618,"about_ca_topic_score_gemma":0.000008065957,"domain_scores_codex":[0.9978477,0.00001047135,0.0003789249,0.0006373483,0.0004247224,0.0007008287],"domain_scores_gemma":[0.9987929,0.0001414921,0.00006820819,0.0008633716,0.0000106916,0.0001233215],"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":[0.00006825059,0.00009527375,0.0002066322,0.00003580999,0.000488315,0.000005658414,0.0001177442,0.0004157475,0.984635,0.0002269759,0.001301479,0.01240312],"study_design_scores_gemma":[0.0005278398,0.00009498783,0.001060982,0.000006322832,0.0001233262,0.00002246471,0.0005998291,0.0009614446,0.9825085,0.001621187,0.01190853,0.0005646253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7969846,0.0001630178,0.1998558,0.0001717666,0.0002142722,0.0006742237,0.0002929181,0.0008469244,0.0007964812],"genre_scores_gemma":[0.9897414,0.00006256108,0.007828027,0.0001694303,0.0002750019,0.0006802839,0.0009524964,0.0001397135,0.0001510356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1927569,"threshold_uncertainty_score":0.9998086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008650918413626564,"score_gpt":0.2139711156945009,"score_spread":0.2053201972808744,"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."}}