{"id":"W4409616720","doi":"10.1016/j.electacta.2025.146273","title":"Effects of Aemion and Aemion+ binders in oxygen evolution reaction catalyst layers","year":2025,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; BC Innovation Council","funders":"National Research Council Canada","keywords":"Catalysis; Oxygen evolution; Oxygen; Chemical engineering; Materials science; Chemistry; Electrochemistry; Physical chemistry; Organic chemistry; Electrode; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002212277,0.0004368194,0.0003569973,0.0002533418,0.0002478257,0.0006017623,0.0004951105,0.0004020741,0.003485285],"category_scores_gemma":[0.0006193361,0.0002408681,0.0001507197,0.0003512879,0.0001856898,0.0005354183,0.0002507645,0.0003199098,0.0004982041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003529145,"about_ca_system_score_gemma":0.000210979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003291881,"about_ca_topic_score_gemma":0.00606133,"domain_scores_codex":[0.9996238,0.00003803911,0.00004140652,0.00006439545,0.0001132667,0.0001191476],"domain_scores_gemma":[0.9997788,0.00007113154,0.00004430237,0.00001895618,0.00005996003,0.00002687831],"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":[0.002047241,0.0001044165,0.0004617461,0.0002550976,0.00003734679,0.0001380761,0.000106295,0.0005954902,0.9881248,0.000244456,0.0002069894,0.007677951],"study_design_scores_gemma":[0.00001200809,0.0001973726,0.0008838995,0.00001587476,0.00003603696,0.00002406099,0.00004842076,0.0008735617,0.9969276,0.00001471707,0.0009609014,0.000005735345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955099,0.001823596,0.00033977,0.0000361194,0.00005612493,0.00001003104,0.0001504229,0.00004902694,0.002025042],"genre_scores_gemma":[0.9965556,0.0009284839,0.0003904568,0.00002072926,0.000007846525,0.000009807156,0.000100328,0.00001391238,0.001972939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003485285,"threshold_uncertainty_score":0.01165944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002865586320252498,"score_gpt":0.2041665740220916,"score_spread":0.2013009877018391,"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."}}