{"id":"W4411079622","doi":"10.1016/j.cej.2025.164536","title":"An assessment of newly developed urea fuel cell electrodes","year":2025,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Urea; Electrode; Fuel cells; Chemistry; Waste management; Chemical engineering; Environmental science; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005037721,0.0004548725,0.0003235201,0.0003922881,0.0001732322,0.0006875327,0.0008867279,0.0007839429,0.0005545518],"category_scores_gemma":[0.0008280286,0.0002211875,0.0002168341,0.0002837132,0.000183071,0.0007492251,0.0003454087,0.000393517,0.0002897048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002263562,"about_ca_system_score_gemma":0.0001271202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003332981,"about_ca_topic_score_gemma":0.001003272,"domain_scores_codex":[0.999441,0.00005674762,0.00004945892,0.0001016416,0.0003006413,0.00005054294],"domain_scores_gemma":[0.9997059,0.00004074134,0.00003992735,0.00001825328,0.0001741929,0.0000209792],"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":[0.00002453938,0.00001331286,0.0003480145,0.00008557148,0.00001067422,0.0001095452,0.00002716414,0.0001811001,0.9926667,0.00006778169,0.00004075243,0.006424904],"study_design_scores_gemma":[0.000002791008,0.0001563431,0.001007937,0.000006518459,0.00001884404,0.0001428168,0.00002756616,0.001116298,0.9953367,0.00002128777,0.002158134,0.000004673177],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612408,0.006502606,0.02834268,0.0002006305,0.0001990584,0.00008749708,0.0003147179,0.0002240998,0.002887954],"genre_scores_gemma":[0.9620004,0.00401529,0.02921044,0.0001212145,0.00004981661,0.00005798393,0.0004426788,0.00004117178,0.004061006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008867279,"threshold_uncertainty_score":0.002664268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00384724475330731,"score_gpt":0.2337223990451925,"score_spread":0.2298751542918852,"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."}}