{"id":"W4403612325","doi":"10.1002/cssc.202401516","title":"Bifunctional MoNi<sub>4</sub>/Nickel Foam Electro‐Catalyst for Ultra‐Efficient Oxidation of High‐Concentration 5‐Hydroxymethylfurfural and HER","year":2024,"lang":"en","type":"article","venue":"ChemSusChem","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Canadian Light Source (Canada)","funders":"National Key Research and Development Program of China; Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Canadian Light Source","keywords":"Catalysis; Bifunctional; Nickel; Chemistry; Terephthalic acid; Inorganic chemistry; Catalytic oxidation; Electrocatalyst; Electrochemistry; Organic chemistry; Electrode","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003986732,0.0001724533,0.0002151742,0.00006428542,0.00009699041,0.0001386434,0.0000995569,0.0001172653,0.00006992432],"category_scores_gemma":[0.0000844653,0.0001572896,0.00006282266,0.0001934962,0.000108973,0.0002779093,0.00001879594,0.00006177482,0.0000437011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009264809,"about_ca_system_score_gemma":0.00007734266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002370476,"about_ca_topic_score_gemma":0.000001408717,"domain_scores_codex":[0.9986649,0.00002988573,0.0003730498,0.0004289332,0.0002476566,0.0002556228],"domain_scores_gemma":[0.9993759,0.0001267245,0.00009791763,0.0001888829,0.000142534,0.00006807025],"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":[0.00006331073,0.000050262,0.00004115608,0.0001722819,0.0000171491,3.792081e-7,0.000173951,0.00004272362,0.9953085,0.002194561,0.0004599385,0.001475757],"study_design_scores_gemma":[0.0003236725,0.00008852722,0.0006772753,0.00004450908,0.00005028208,0.00000896651,0.00007313366,0.002007912,0.9956669,0.0005388748,0.0003469416,0.0001729913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915791,0.0005715867,0.006063603,0.0001845906,0.0009818838,0.0003587828,0.00006827484,0.0001138942,0.00007831305],"genre_scores_gemma":[0.9981588,0.00004172437,0.001035567,0.00002789007,0.0003225431,0.0001209427,0.000237138,0.00002629309,0.00002908044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006579751,"threshold_uncertainty_score":0.6414083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126383367878983,"score_gpt":0.2256317325572432,"score_spread":0.2143678988784534,"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."}}