{"id":"W4392033272","doi":"10.1002/ece2.26","title":"Recent advances of metal suboxide catalysts for carbon‐neutral energy applications","year":2024,"lang":"en","type":"article","venue":"EcoEnergy","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Suboxide; Catalysis; Carbon fibers; Methanol; Hydrogen; Metal; Inorganic chemistry; Nitrogen; Materials science; Chemistry; Chemical engineering; Oxygen; Organic chemistry; Metallurgy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004633975,0.0005776665,0.0004272173,0.001022819,0.0001458673,0.0005806053,0.0003952902,0.0005107803,0.001330321],"category_scores_gemma":[0.0003432977,0.000271159,0.0003649703,0.0008272419,0.0001577455,0.000832664,0.000450001,0.0004943339,0.0007963876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003395247,"about_ca_system_score_gemma":0.0003497285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003388563,"about_ca_topic_score_gemma":0.0007316665,"domain_scores_codex":[0.999843,0.00001868136,0.000024422,0.00003372611,0.00005855142,0.00002157191],"domain_scores_gemma":[0.9998803,0.00003492919,0.00002128839,0.000005738399,0.00004787523,0.000009725088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003046759,0.0001680209,0.001306836,0.02211712,0.000247964,0.001329817,0.0002265682,0.002900806,0.3565449,0.02946983,0.01493994,0.5704436],"study_design_scores_gemma":[0.00002807642,0.0005394896,0.001112794,0.0006614098,0.0002428303,0.001342665,0.0001220343,0.002719389,0.193783,0.006085007,0.7933158,0.00004764578],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02259033,0.9580221,0.004042517,0.0006276195,0.0005437096,0.00003158847,0.0001207775,0.0000686536,0.0139526],"genre_scores_gemma":[0.1131736,0.8754334,0.00589962,0.0004687003,0.0003769225,0.0000296423,0.0002561246,0.00002435532,0.004337513],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001330321,"threshold_uncertainty_score":0.004450321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008330941079122356,"score_gpt":0.2412497047227636,"score_spread":0.2329187636436413,"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."}}