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  <front>
    <journal-meta>
      <journal-id journal-id-type="nlm-ta">Energy Mater.</journal-id>
      <journal-id journal-id-type="publisher-id">ENERGYMATER</journal-id>
      <journal-title-group>
        <journal-title>Energy Materials</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2770-5900</issn>
      <publisher>
        <publisher-name>OAE Publishing Inc.</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
	<article-id pub-id-type="doi">10.20517/energymater.2026.07</article-id>
      <article-categories>
        <subj-group>
          <subject>Communication</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Fluorine-doped Bi<sub>2</sub>O<sub>3</sub> derived from metal-organic framework for electrocatalytic CO<sub>2</sub> reduction to formate at industrial current densities</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Qiao</surname>
            <given-names>Yue</given-names>
          </name>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Xu</surname>
            <given-names>Yue</given-names>
          </name>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Yang</surname>
            <given-names>Junquan</given-names>
          </name>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name>
            <surname>Ding</surname>
            <given-names>Junfang</given-names>
          </name>
          <xref ref-type="aff" rid="I*">
            <sup>*</sup>
          </xref>
          <xref ref-type="corresp" rid="cor1" />
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name>
            <surname>Gu</surname>
            <given-names>Xiaojun</given-names>
          </name>
          <xref ref-type="aff" rid="I*">
            <sup>*</sup>
          </xref>
          <xref ref-type="corresp" rid="cor1" />
        </contrib>
      </contrib-group>
      <aff id="I">School of Chemistry and Chemical Engineering, Inner Mongolia Key Laboratory of Low Carbon Catalysis, Inner Mongolia University, Hohhot 010021, Inner Mongolia, China.</aff>
      <author-notes>
        <corresp id="cor1">*Correspondence to: Dr. Junfang Ding, Dr. Xiaojun Gu, School of Chemistry and Chemical Engineering, Inner Mongolia Key Laboratory of Low Carbon Catalysis, Inner Mongolia University, Hohhot 010021, Inner Mongolia, China. E-mail: <email>dingjf@imu.edu.cn</email>; <email>xiaojun.gu@imu.edu.cn</email></corresp>
      
	   <fn fn-type="other">
          <p>
            <bold>Received:</bold> 17 Jan 2026 | <bold>First Decision:</bold> 2 Mar 2026 | <bold>Revised:</bold> 20 Mar 2026 | <bold>Accepted:</bold> 16 Apr 2026 | <bold>Published:</bold> 8 May 2026</p>
        </fn>
        <fn fn-type="other">
          <p>
            <bold>Academic Editor:</bold> Hao Liu | <bold>Copy Editor:</bold> Fangling Lan |  <bold>Production Editor:</bold> Fangling Lan</p>
        </fn>
      </author-notes>
	  <pub-date pub-type="ppub">
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>8</day>
        <month>5</month>
        <year>2026</year>
      </pub-date>
      <volume>6</volume>
	  <issue>5</issue>
      <elocation-id>600047</elocation-id>
	  
	  
      <permissions>
        <copyright-statement>© The Author(s) 2026.</copyright-statement>
        <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
          <license-p>© The Author(s) 2026. <bold>Open Access</bold> This article is licensed under a Creative Commons Attribution 4.0 International License (<uri xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</uri>), which permits unrestricted use, sharing, adaptation, distribution and reproduction in any medium or format, for any purpose, even commercially, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.</license-p>
        </license>
      </permissions>
      <abstract>
        <p>Achieving high activity and stability at high current densities is critical in the practical application of electrocatalytic CO<sub>2</sub> reduction (ECO<sub>2</sub>R). In this study, a fluorine-doped Bi<sub>2</sub>O<sub>3</sub> electrocatalyst with oxygen vacancies (denoted as F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>) has been synthesized using a Bi-based metal-organic framework as the sacrificial template. Catalyst characterizations reveal that the fluorine doping induces results in lattice expansion and generates abundant oxygen vacancies. The F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> catalyst delivers a formate Faradaic efficiency of 94% at a current density of 300 mA cm<sup>-2</sup> and with stable performance for over 25 h in a flow cell. Electrochemical kinetics analysis and <italic>in situ</italic> attenuated total reflectance Fourier transform infrared spectroscopy establish a fluorine doping and oxygen vacancies synergy that facilitates interfacial charge transfer, lowering the energy barrier for the formation of the key *OCHO intermediate. The findings of this study offer an effective strategy for modulating the electronic and geometric characteristics of metal oxide catalysts for high-performance ECO<sub>2</sub>R.</p>
      </abstract>
      <kwd-group>
        <kwd>CO<sub>2</sub> electroreduction</kwd>
        <kwd>Bi<sub>2</sub>O<sub>3</sub></kwd>
        <kwd>doping</kwd>
        <kwd>formate</kwd>
        <kwd>oxygen vacancy</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>INTRODUCTION</title>
      <p>Electrocatalytic CO<sub>2</sub> reduction (ECO<sub>2</sub>R) powered by renewable electricity represents a sustainable process that mitigates greenhouse gas emissions in the production of value-added chemicals<sup>[<xref ref-type="bibr" rid="B1">1</xref>-<xref ref-type="bibr" rid="B4">4</xref>]</sup>. Formate, as a target reduction product, is recognized as a highly promising liquid hydrogen carrier and feedstock for direct formic acid fuel cells, offering high volumetric capacity and economic viability<sup>[<xref ref-type="bibr" rid="B5">5</xref>-<xref ref-type="bibr" rid="B7">7</xref>]</sup>. Consequently, the development of efficient electrocatalysts for the selective conversion of CO<sub>2</sub> to formate at industrially relevant current densities is a critical research goal. Bismuth-based materials have emerged as promising candidates for formate production due to their non-toxicity, low cost and unique electronic structure that stabilizes the key intermediate (*OCHO)<sup>[<xref ref-type="bibr" rid="B8">8</xref>-<xref ref-type="bibr" rid="B10">10</xref>]</sup>. In particular, bismuth(III) oxide (Bi<sub>2</sub>O<sub>3</sub>) has demonstrated high intrinsic activity for formate generation<sup>[<xref ref-type="bibr" rid="B11">11</xref>,<xref ref-type="bibr" rid="B12">12</xref>]</sup>. However, bulk Bi<sub>2</sub>O<sub>3</sub> catalysts are known to have a low electrical conductivity, limited active site exposure and poor structural stability under reductive potentials. These limitations result in low current densities and rapid decay in Faradaic efficiency (FE) during long-term operation, particularly at high reaction rates and severe competition from the hydrogen evolution reaction (HER)<sup>[<xref ref-type="bibr" rid="B13">13</xref>,<xref ref-type="bibr" rid="B14">14</xref>]</sup>. In order to overcome these obstacles, a simultaneous modulation of the electronic structure and morphological engineering is required to enhance both catalyst activity and durability<sup>[<xref ref-type="bibr" rid="B15">15</xref>,<xref ref-type="bibr" rid="B16">16</xref>]</sup>.</p>
      <p>Defect engineering and heteroatom doping are effective strategies to optimize the intrinsic catalytic properties of metal oxides<sup>[<xref ref-type="bibr" rid="B17">17</xref>-<xref ref-type="bibr" rid="B21">21</xref>]</sup>. Introducing oxygen vacancies (O<sub>v</sub>) can generate unsaturated coordination sites that facilitate CO<sub>2</sub> adsorption and charge transfer<sup>[<xref ref-type="bibr" rid="B22">22</xref>,<xref ref-type="bibr" rid="B23">23</xref>]</sup>. Furthermore, doping with high-electronegativity anions, such as fluorine, can induce strong charge polarization and lattice distortion<sup>[<xref ref-type="bibr" rid="B24">24</xref>]</sup>. In theory, the incorporation of fluorine modulates the p-orbital electron density of Bi centers and optimizes the intermediate binding energy while also promoting the formation of oxygen vacancies, creating a synergistic environment for CO<sub>2</sub> activation<sup>[<xref ref-type="bibr" rid="B25">25</xref>,<xref ref-type="bibr" rid="B26">26</xref>]</sup>. Moreover, the fabrication of catalysts from metal-organic frameworks (MOFs) offers distinct structural advantages<sup>[<xref ref-type="bibr" rid="B27">27</xref>-<xref ref-type="bibr" rid="B29">29</xref>]</sup>. The inherent porosity and periodic metal centers that characterize MOFs enable the synthesis of derivative oxides, which maximize the exposure of active sites and facilitate mass transport at high current densities<sup>[<xref ref-type="bibr" rid="B30">30</xref>-<xref ref-type="bibr" rid="B32">32</xref>]</sup>.</p>
      <p>In this study, we report the synthesis of fluorine-doped Bi<sub>2</sub>O<sub>3</sub> catalysts with abundant oxygen vacancies (denoted as F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>) via the fluoride-assisted pyrolysis of a Bi-based MOF (denoted as Bi-MOF). The optimized fluorine-doped Bi<sub>2</sub>O<sub>3</sub> catalyst for electrocatalytic CO<sub>2</sub> reduction provides a remarkable formate FE of 94% at a current density of 300 mA cm<sup>-2</sup> in a flow cell operation. Fluorine doping causes Bi<sub>2</sub>O<sub>3</sub> lattice expansion, generating more oxygen vacancies and enhancing the stability of the Bi<sup>3+</sup> active sites. A combined theoretical simulation and experimental testing has demonstrated a synergism associated with oxygen vacancies and fluorine doping that promotes the hydrogenation of the *OCHO intermediate with a consequent efficient conversion of CO<sub>2</sub> to formate at industrial-grade current densities.</p>
    </sec>
    <sec id="sec2">
      <title>EXPERIMENTAL</title>
      <sec id="sec2-1">
        <title>Materials</title>
        <p>Bismuth nitrate pentahydrate (Bi(NO<sub>3</sub>)<sub>3</sub>·5H<sub>2</sub>O, 99.0%) was purchased from Tianjin Fengchuan Chemical Reagent Technology Co., Ltd. 1,3,5-benzenetricarboxylic acid (H<sub>3</sub>BTC, 98%) was purchased from Shandong Kexuan Biochemical Co., Ltd. Methanol (CH<sub>3</sub>OH, 99.5%) was purchased from Tianjin Xintebote Chemical Co., Ltd. Sodium fluoride (NaF, 99.99%) was purchased from Shanghai McLyn Biochemical Technology Co., Ltd. Deuterium oxide (D<sub>2</sub>O, 99.9%) and dimethyl sulfoxide (DMSO, 99.9%) were purchased from Beijing Innochem Science &amp; Technology Co., Ltd. Sodium fluoride (NaF, 99.99%) was purchased from Shanghai McLyn Biochemical Technology Co., Ltd. Ultrapure water was used in all the experiments with a resistivity of 18.2 MΩ·cm<sup>-1</sup>. The gas diffusion layer (GDL, Sigracet 38 BC) was purchased from Wuhan Gaoshi Ruilian Technology Co., Ltd. The anion exchange membrane (FAB-PK-130) was purchased from FuMA Technology Co., Ltd. A Nafion solution (5 wt%) was purchased from Suzhou Shengernuo Technology Co., Ltd. High-purity argon (Ar, 99.99%), high-purity nitrogen (N<sub>2</sub>, 99.999%) and high-purity carbon dioxide (CO<sub>2</sub>, 99.999%) were used in all experiments. All the chemicals were used as supplied without further purification.</p>
      </sec>
      <sec id="sec2-2">
        <title>Catalyst preparation</title>
        <sec id="sec2-2-1">
          <title>Synthesis of Bi-MOF</title>
          <p>Bi(NO<sub>3</sub>)<sub>3</sub>·5H<sub>2</sub>O (150 mg) and H<sub>3</sub>BTC (750 mg) were dissolved in methanol (60 mL) and stirred for 30 min. The resulting solution was transferred into a 100 mL Teflon-lined autoclave and heated at 120 °C for 24 h. After the reaction, the product was collected by centrifugation and washed with methanol.</p>
        </sec>
        <sec id="sec2-2-2">
          <title>Synthesis of F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub></title>
          <p>A mixture of Bi-MOF (20 mg) and NaF (2 mg) was placed in a tube furnace, and heated to 450 °C for 6 h at <InlineParagraph>5 °C·min<sup>-1</sup></InlineParagraph> in air, and then cooled to room temperature to obtain F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>.</p>
        </sec>
        <sec id="sec2-2-3">
          <title>Synthesis of 0.5F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub></title>
          <p>The sample was synthesized using a similar procedure to that employed for F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>, but utilizing 1 mg NaF.</p>
        </sec>
        <sec id="sec2-2-4">
          <title>Synthesis of 2F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub></title>
          <p>The sample was synthesized using a similar procedure to that employed for F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>, but utilizing 4 mg NaF.</p>
        </sec>
        <sec id="sec2-2-5">
          <title>Synthesis of Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub></title>
          <p>The sample was synthesized using a similar procedure to that employed for F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>, without the inclusion of NaF.</p>
        </sec>
        <sec id="sec2-2-6">
          <title>Synthesis of Bi<sub>2</sub>O<sub>3</sub></title>
          <p>Bi (NO<sub>3</sub>)<sub>3</sub>·5H<sub>2</sub>O (200 mg) was placed in a muffle furnace, and heated to 450 °C for 6 h at 5 °C·min<sup>-1</sup> in air. The resulting product was cooled to room temperature to obtain Bi<sub>2</sub>O<sub>3</sub>.</p>
        </sec>
        <sec id="sec2-2-7">
          <title>Synthesis of F-Bi<sub>2</sub>O<sub>3</sub></title>
          <p>The sample was synthesized using a similar procedure to that employed for F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>, substituting Bi-MOF with Bi<sub>2</sub>O<sub>3</sub>.</p>
        </sec>
      </sec>
      <sec id="sec2-3">
        <title>Characterization</title>
        <p>X-ray diffraction (XRD) analyses were performed on a Bruker D8 ADVANCE X-ray diffractmeter with Cu Kα radiation at 40 kV and 40 mA. Scanning electron microscopy (SEM) analyses were conducted using a Hitachi S4800 microscope. Transmission electron microscope (TEM), high-resolution TEM (HRTEM) and energy-dispersive spectroscopy were performed on a FEI TECNAI G2 F20 microscope. X-ray photoelectron spectroscopy (XPS) analyses were carried out on a Thermo Scientific ESCALAB 250Xi unit equipped with an Al-Kα X-ray excitation source. Nitrogen adsorption-desorption isotherm measurements were carried out on a Micromeritics ASAP 2460 unit. Thermogravimetric analysis (TGA) was performed on a TA Q5000IR TGA thermal analyzer. The chemical composition was determined by inductively coupled plasma optical emission spectrometry (ICP-OES), using an Aglient 5110 unit. Electron paramagnetic resonance (EPR) spectra were performed on a Bruker EMXplus 10/12 unit equipped with an Oxford ESR910 Liquid Helium cryostat. Raman spectra were recorded on a Horiba LabRAM HR Evolution Raman microscope with a laser excitation source of 532 nm. <italic>In situ</italic> attenuated total reflectance Fourier transform infrared spectroscopy (ATR-FTIR) analyses were performed on a Nicolet iS 50 spectrometer (Thermo Fisher) equipped with a liquid nitrogen-cooled MCT detector. The liquid products were analyzed using a Bruker AVANCE NEO 600 MHZ <sup>1</sup>H NMR spectrometer. The gaseous products were analyzed by gas chromatography (GC) using a GC-2014 chromatograph (Shimadzu Corporation, Japan). Electrochemical measurements were conducted using an electrochemical workstation (CHI 1140D, Shanghai Chenhua Instrument Co., Ltd., Shanghai, China).</p>
      </sec>
    </sec>
    <sec id="sec3">
      <title>RESULTS AND DISCUSSION</title>
      <p>The preparation of the F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> catalyst is illustrated in <xref ref-type="fig" rid="fig1">Figure 1A</xref>. The Bi-MOF precursor was synthesized under solvothermal conditions, as confirmed by the XRD, SEM and TEM analyses <InlineParagraph>[<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figures 1-3</inline-supplementary-material>].</InlineParagraph> The N<sub>2</sub> adsorption isotherm analysis establishes that the Bi-MOF has a porous structure <InlineParagraph>[<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 4</inline-supplementary-material>].</InlineParagraph> The optimal pyrolysis temperature was determined by TGA conducted in air [<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 5</inline-supplementary-material>]. The TGA curve confirms that the organic ligands are completely decomposed at 380 °C. Consequently, 450 °C was selected as the pyrolysis temperature to ensure a complete removal of the organic components. The Bi-MOF was pyrolyzed with NaF at 450 °C to produce F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>. For comparison, three reference samples were considered, including the Bi-MOF-derived catalyst without fluorine (denoted as Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>), bulk Bi<sub>2</sub>O<sub>3</sub> obtained via direct calcination of Bi(NO<sub>3</sub>)<sub>3</sub>·5H<sub>2</sub>O and F-Bi<sub>2</sub>O<sub>3</sub> prepared by direct fluorination of Bi<sub>2</sub>O<sub>3</sub>. The XRD analysis reveals that F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> exhibit analogous structure features [<xref ref-type="fig" rid="fig1">Figure 1B</xref>]. Following fluorine doping, the (221) diffraction peak for F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> is shifted slightly to a lower angle when compared with Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>, suggesting a lattice expansion due to the incorporation of fluorine [<xref ref-type="fig" rid="fig1">Figure 1C</xref>]. This response may be attributed to the formation of oxygen vacancies facilitated by fluorine doping, which results in a local lattice distortion<sup>[<xref ref-type="bibr" rid="B33">33</xref>]</sup>. The SEM images demonstrate that the Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> catalysts exhibit flake-like or granular morphologies with an intrinsic porosity, whereas Bi<sub>2</sub>O<sub>3</sub> obtained from direct calcination forms larger (1-2 µm) aggregates <InlineParagraph>[<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figures 6-8</inline-supplementary-material>].</InlineParagraph> The MOF-mediated synthesis generates higher surface areas for F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> relative to pure Bi<sub>2</sub>O<sub>3</sub> [<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 9</inline-supplementary-material>]. Selected-area electron diffraction (SAED) patterns for Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> [<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figures 10</inline-supplementary-material> and <inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">11</inline-supplementary-material>] reveal that the (221) crystal plane is the predominantly exposed facet of the Bi<sub>2</sub>O<sub>3</sub> phase. High-resolution TEM (HRTEM) images <InlineParagraph>[<xref ref-type="fig" rid="fig1">Figure 1D</xref> and <xref ref-type="fig" rid="fig1">E</xref>]</InlineParagraph> show that the lattice spacing of the (221) planes increases from 0.32 nm in Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> to <InlineParagraph>0.34 nm</InlineParagraph> in F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>, consistent with the lattice expansion observed in the XRD analysis. Moreover, the bulk Bi<sub>2</sub>O<sub>3</sub> exhibits lattice fringes of 0.24, 0.34 and 0.27 nm, corresponding to the (330), (310) and (330) planes, respectively <InlineParagraph>[<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 12</inline-supplementary-material>].</InlineParagraph> The elemental maps [<xref ref-type="fig" rid="fig1">Figure 1F</xref>] show a homogeneous distribution of Bi, O and F elements in F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>. The content (6.66 wt%) of fluorine by the ion-selective electrode measurement establishes a structural modulation due to fluorination. In addition, the elemental maps of Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and Bi<sub>2</sub>O<sub>3</sub> demonstrate a uniform distribution of Bi and O elements <InlineParagraph>[<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figures 13</inline-supplementary-material> and <inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">14</inline-supplementary-material>].</InlineParagraph></p>
      <fig id="fig1" position="float">
        <label>Figure 1</label>
        <caption>
          <p>(A) Schematic diagram of the catalyst synthesis. (B) XRD patterns of Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and (C) the enlarged patterns. TEM and HRTEM images of (D) Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and (E) F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>. (F) Elemental maps for F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>.</p>
        </caption>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="em6007.fig.1.jpg" />
      </fig>
      <p>The XPS measurements were conducted to determine the elemental chemical states of elements in the as-synthesized catalysts. In the high-resolution Bi 4f spectra [<xref ref-type="fig" rid="fig2">Figure 2A</xref> and <inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 15</inline-supplementary-material>], the two peaks at 158.6 and 163.8 eV are assigned to Bi 4f<sub>7/2</sub> and Bi 4f<sub>5/2</sub> spin-orbit, respectively<sup>[<xref ref-type="bibr" rid="B34">34</xref>]</sup>. Following fluorine doping, the Bi peak is shifted by 0.1 eV to a lower binding energy, primarily due to the introduction of more oxygen vacancies by fluorine doping. This facilitates an efficient electron transfer to the metal cations. The F 1s spectra exhibit a dominant peak at 685.7 eV, attributed to the Bi-F bond. The peak at <InlineParagraph>680.4 eV</InlineParagraph> is assigned to the Bi 4p orbital of Bi<sup>3+</sup> [<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 16</inline-supplementary-material>]<sup>[<xref ref-type="bibr" rid="B24">24</xref>]</sup>. The O 1s spectra can be deconvoluted into three peaks at 529.2, 530.8 and 532.3 eV, that correspond to the lattice oxygen (Bi-O), oxygen vacancies and adsorbed oxygen species, respectively [<xref ref-type="fig" rid="fig2">Figure 2B</xref> and <inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 17</inline-supplementary-material>]<sup>[<xref ref-type="bibr" rid="B35">35</xref>]</sup>. The quantitative analysis reveals that the concentration of oxygen vacancies increases from Bi<sub>2</sub>O<sub>3</sub> to Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>, reaching the highest level in F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> [<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 18</inline-supplementary-material>]. The introduction of oxygen vacancies serves to modify the local Bi electronic environment, promoting CO<sub>2</sub> adsorption and activation. These findings are confirmed by the EPR analysis where the signal at g = 2.003 [<xref ref-type="fig" rid="fig2">Figure 2C</xref>] is associated with the presence of oxygen vacancies which are generated by fluorination<sup>[<xref ref-type="bibr" rid="B36">36</xref>,<xref ref-type="bibr" rid="B37">37</xref>]</sup>. In addition, the Raman spectra [<xref ref-type="fig" rid="fig2">Figure 2D</xref>] show that the peaks located at 95, 127 and 461 cm<sup>-1</sup> are assigned to the vibration of Bi-O bonds for Bi<sub>2</sub>O<sub>3</sub><sup>[<xref ref-type="bibr" rid="B38">38</xref>]</sup>. Collectively, these results confirm that fluorine doping results in lattice expansion while also promoting the formation of oxygen vacancies, which establishes a defective and electronically modulated structure that impacts the associated electrochemical properties.</p>
      <fig id="fig2" position="float">
        <label>Figure 2</label>
        <caption>
          <p>XPS spectra of (A) Bi 4f and (B) O 1s for Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>. (C) EPR and (D) Raman spectra for Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>.</p>
        </caption>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="em6007.fig.2.jpg" />
      </fig>
      <p>The ECO<sub>2</sub>R performance of the Bi<sub>2</sub>O<sub>3</sub>, Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> catalysts was evaluated in a flow cell. Linear sweep voltammetry (LSV) results reveal that all the catalysts have significantly higher current densities in a CO<sub>2</sub>-saturated electrolyte than observed in an Ar-saturated electrolyte at identical potentials <InlineParagraph>[<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 19</inline-supplementary-material>].</InlineParagraph> It should be noted that F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> exhibits the most pronounced response <InlineParagraph>[<xref ref-type="fig" rid="fig3">Figure 3A</xref>],</InlineParagraph> suggesting a superior intrinsic ECO<sub>2</sub>R activity. Product analysis identifies formate as the principal liquid product [<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figures 20-22</inline-supplementary-material>]. While the three catalysts demonstrate high formate selectivity at current densities below 200 mA cm<sup>-2</sup>, the superior performance of F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> is evident under high-current conditions. The FE associated with formate on F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> reaches 94% at a current density of <InlineParagraph>300 mA cm<sup>-2</sup>,</InlineParagraph> surpassing Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> (85%) and Bi<sub>2</sub>O<sub>3</sub> (45%) [<xref ref-type="fig" rid="fig3">Figure 3B</xref>]. Moreover, the F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> catalyst maintains a superior formate partial current density across the entire potential range. The incorporation of highly electronegative fluorine in F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> facilitates the stabilization of Bi<sup>3+</sup> as the active site, preventing the recombination of lattice oxygen vacancies under reducing potentials. Consequently, the HER is suppressed. At a total current density of 500 mA cm<sup>-2</sup>, the formate partial current density for F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> reaches <InlineParagraph>443 mA cm<sup>-2</sup>,</InlineParagraph> approximately three times higher than that of Bi<sub>2</sub>O<sub>3</sub> (147 mA cm<sup>-2</sup>) [<xref ref-type="fig" rid="fig3">Figure 3C</xref>]. In evaluating the direct pyrolysis route using Bi<sub>2</sub>O<sub>3</sub> and NaF [<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 23</inline-supplementary-material>], the results confirm that the enhanced catalytic performance is related to the MOF-derived porous structure. Furthermore, the F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> catalyst delivers higher formate selectivity and activity relative to 0.5F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and 2F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> with different levels of fluorine doping [<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 24</inline-supplementary-material>]. Although the highly crystalline Bi-O component in Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> serves as a key active site for promoting CO<sub>2</sub> to formate conversion, it fails to sustain high selectivity and stability at elevated potentials. Fluorination effectively addresses this drawback by generating Bi-F sites, which serve to optimize the reaction pathway and enhance formate selectivity. The F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> catalyst exhibits high durability, maintaining a formate FE greater than 90% during continuous electrolysis for 25 h at a current density of 300 mA cm<sup>-2</sup> [<xref ref-type="fig" rid="fig3">Figure 3D</xref>]. Moreover, the F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> catalyst delivers a far superior partial current density and product selectivity at comparable potentials to previously reported Bi-based electrocatalysts [<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Table 1</inline-supplementary-material>]. The XRD analysis confirms that the Bi<sub>2</sub>O<sub>3</sub> component in the used F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> catalyst is maintained after the long-term CO<sub>2</sub> reduction tests [<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 25</inline-supplementary-material>]. The XPS analysis of the used F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> catalyst also confirms the presence of Bi<sup>3+</sup> species <InlineParagraph>[<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 26A</inline-supplementary-material>].</InlineParagraph> These results account for the high electrocatalytic stability. In addition, the concentration of oxygen vacancies is unchanged following the reaction <InlineParagraph>[<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 26B</inline-supplementary-material>].</InlineParagraph> The fluorine doping stabilizes the oxygen vacancies in the Bi<sub>2</sub>O<sub>3</sub> lattice under reductive potentials, preserving catalytic activity. Furthermore, the SEM and TEM images reveal that the catalyst retains its original morphology following electrolysis [<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figures 27</inline-supplementary-material> and <inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">28</inline-supplementary-material>].</p>
      <fig id="fig3" position="float">
        <label>Figure 3</label>
        <caption>
          <p>(A) LSV curves for Bi<sub>2</sub>O<sub>3</sub>, Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> in a CO<sub>2</sub>-saturated 1 M KOH electrolyte at a scan rate of 5 mV s<sup>-1</sup>. (B) Current-dependent formate FE for Bi<sub>2</sub>O<sub>3</sub>, Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>; the error bars represent the standard deviation of the mean of three independent replicates. (C) Partial current densities for Bi<sub>2</sub>O<sub>3</sub>, Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> under different current conditions. (D) Stability of F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> at a current density of 300 mA cm<sup>-2</sup>.</p>
        </caption>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="em6007.fig.3.jpg" />
      </fig>
      <p>The overpotentials at various current densities were systematically analyzed [<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 29</inline-supplementary-material>] to evaluate the influence of the local environment in modulating the reaction energy barrier. At a current density of 100 mA cm<sup>-2</sup>, the F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> catalyst requires a potential of -0.48 V (<italic>vs</italic>. RHE) to drive the CO<sub>2</sub> reduction reaction toward formate production. In the high current density region <InlineParagraph>(&gt; 200 mA cm<sup>-2</sup>),</InlineParagraph> F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> demonstrates lower overpotentials when compared with Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and Bi<sub>2</sub>O<sub>3</sub> <InlineParagraph>[<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figures 30-32</inline-supplementary-material>].</InlineParagraph> This suggests that the fluorine doping effectively reduces the activation energy barrier for CO<sub>2</sub> electroreduction. Electrochemical impedance spectroscopy (EIS) analysis <InlineParagraph>[<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 33</inline-supplementary-material>]</InlineParagraph> shows that F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> exhibits a smaller charge transfer resistance than Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and Bi<sub>2</sub>O<sub>3</sub>. This indicates an enhanced rate of interfacial charge transport, facilitating the rapid generation of reaction intermediates. The electrochemically active surface area (ECSA) was assessed in double-layer capacitance (Cdl) measurements [<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 34</inline-supplementary-material>]<sup>[<xref ref-type="bibr" rid="B39">39</xref>]</sup>. Both F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> exhibit higher Cdl values than Bi<sub>2</sub>O<sub>3</sub>, which can be attributed to a greater dispersion and increased exposure of active sites in the Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> materials [<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 35</inline-supplementary-material>]. A Tafel analysis was performed <InlineParagraph>[<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 36</inline-supplementary-material>]</InlineParagraph> to gain a better understanding of the reaction kinetics. The Tafel slope for Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> <InlineParagraph>(164.9 mV dec<sup>-1</sup>)</InlineParagraph> is lower than that of Bi<sub>2</sub>O<sub>3</sub> (242 mV dec<sup>-1</sup>), indicating that the oxygen vacancies primarily enhance CO<sub>2</sub> activation. Moreover, F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> (151.5 mV dec<sup>-1</sup>) exhibits the lowest Tafel slope, demonstrating that fluorine doping serves to promote interfacial charge transfer. This synergistic integration effectively reduces the energy barrier for key intermediate formation.</p>
      <p>
        <italic>In situ</italic> ATR-FTIR analysis was employed to investigate the reaction intermediates associated with CO<sub>2</sub> reduction over F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> [<xref ref-type="fig" rid="fig4">Figure 4A</xref>]. The spectra collected at applied currents ranging from -100 to <InlineParagraph>-500 mA,</InlineParagraph> exhibit several distinct absorption features. The bands located at 1,623, 1,120 and 1,494 cm<sup>-1</sup> are assigned to vibrational modes of H<sub>2</sub>O, adsorbed CO<sub>3</sub><sup>2-</sup>and dissolved CO<sub>3</sub><sup>2-</sup>, respectively<sup>[<xref ref-type="bibr" rid="B40">40</xref>,<xref ref-type="bibr" rid="B41">41</xref>]</sup>. The negative band at 1,237 cm<sup>-1</sup> corresponds to *CO<sub>2</sub> adsorbed at the electrolyte-catalyst interface<sup>[<xref ref-type="bibr" rid="B42">42</xref>,<xref ref-type="bibr" rid="B43">43</xref>]</sup>. The evolution of this band with increasing current indicates an accelerated dissolution of adsorbed CO<sub>2</sub> and subsequent conversion to *OCHO. This mechanism is consistent with the emergence of a characteristic fingerprint peak for *OCHO near 1,397 cm<sup>-1</sup> and a progressive increase in intensity with increasing applied current<sup>[<xref ref-type="bibr" rid="B44">44</xref>,<xref ref-type="bibr" rid="B45">45</xref>]</sup>. These findings demonstrate that the formation of *OCHO as the key intermediate on F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> is highly responsive to variations in current. Density functional theory (DFT) calculations were performed to determine the source of enhanced catalytic activity. The (221) facet of Bi<sub>2</sub>O<sub>3</sub> was selected as the theoretical model surface for both Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> based on the XRD and HRTEM results, where the (221) reflection is identified as the primary facet. The fluorine atom substitutes the lattice oxygen, resulting in the formation of Bi-F bonds and the generation of additional oxygen vacancies [<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 37</inline-supplementary-material>]. The density of states (DOS) for F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> exhibits the markedly higher electronic density near the Fermi level compared to Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>, suggesting a superior electrical conductivity [<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figure 38</inline-supplementary-material>]. As shown in the projected density of states (PDOS) in <xref ref-type="fig" rid="fig4">Figure 4B</xref>, a significant overlap of F 2p, O 2p and Bi 6p orbitals below the Fermi level indicates a strong interaction between F and Bi atoms. As a consequence of the high electronegativity of fluorine, the p-band center of Bi is shifted positively (from -0.450 to -0.367 eV), consistent with an increasing local electron density around Bi. The p-band center of O 2p is shifted to a higher energy (from -3.137 to -3.076 eV). This enhances the reactivity of oxygen sites and lowers energy of oxygen vacancies formation. The modified electronic redistribution optimizes the adsorption strength of reaction intermediates on Bi sites, leading to an enhanced catalytic activity.</p>
      <fig id="fig4" position="float">
        <label>Figure 4</label>
        <caption>
          <p>(A) <italic>In situ</italic> ATR-FTIR spectra of F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> at different current densities. (B) PDOS for the Bi and O atomic p-orbitals in Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and Bi, O and F atomic p-orbitals in F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>. (C) Gibbs free energy diagrams of the CO<sub>2</sub> to formate pathways on Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> and F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> with the adsorption configurations of the corresponding intermediates.</p>
        </caption>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="em6007.fig.4.jpg" />
      </fig>
      <p>The Gibbs free energy profiles for CO<sub>2</sub> reduction to formate and the corresponding intermediate adsorption configurations were constructed to evaluate the reaction thermodynamics [<xref ref-type="fig" rid="fig4">Figure 4C</xref>, <InlineParagraph><inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Figures 39</inline-supplementary-material> and <inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">40</inline-supplementary-material>].</InlineParagraph> The reaction pathway analysis identifies the conversion of the *OCHO intermediate to formate as the rate-determining step (RDS)<sup>[<xref ref-type="bibr" rid="B33">33</xref>]</sup>. The calculations indicate that fluorine doping serves to optimize the adsorption strength of the key intermediate. The Gibbs free energy of *OCHO on F-Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub> is 1.43 eV, compared with 1.56 eV on Bi<sub>2</sub>O<sub>3</sub>-O<sub>v</sub>. An optimized binding energy prevents an overly strong interaction of the intermediates on the pristine surface, lowering the RDS energy barrier. The theoretical findings confirm that fluorine doping acts as an electronic promoter and works synergistically with oxygen vacancies to provide a thermodynamically favorable pathway for efficient formate production.</p>
    </sec>
    <sec id="sec4">
      <title>CONCLUSIONS</title>
      <p>In conclusion, we have designed and synthesized fluorine-doped Bi<sub>2</sub>O<sub>3</sub> catalysts with abundant oxygen vacancies via a fluoride-assisted pyrolysis of Bi-MOF. The catalysts deliver an efficient selective conversion of CO<sub>2</sub> to formate at industrial current densities. The combination of DFT calculations and experimental measurements has established the role of oxygen vacancies in promoting CO<sub>2</sub> activation. Fluorine doping optimizes the local electronic structure of Bi<sub>2</sub>O<sub>3</sub>, leading to a high-performance electrocatalytic generation of formate. The findings of this work can inform the design of doped metal-based catalysts. Moreover, the study offers new insights to the electrocatalytic reduction of CO<sub>2</sub> into value-added products.</p>
    </sec>
  </body>
  <back>
    <sec>
      <title>DECLARATIONS</title>
	  <sec>
        <title>Authors’ contributions</title>
        <p>Conceptualization, methodology, investigation, formal analysis and writing (first draft): Qiao, Y.</p>
        <p>Conceptualization, validation, writing-review and editing:  Xu, Y.</p>
        <p>Data provision, review and editing: Yang, J.</p>
		<p>Data verification and manuscript revision: Ding, J.; Gu, X.</p>
      </sec>
      <sec>
        <title>Availability of data and materials</title>
        <p>The original contributions presented in this study are included in the article/<inline-supplementary-material content-type="local-data" mimetype="application/pdf" xlink:href="em6007-SupplementaryMaterials.pdf">Supplementary Materials</inline-supplementary-material>. Further inquiries can be directed to the corresponding author(s).</p>
      </sec>
      <sec>
        <title>AI and AI-assisted tools statement</title>
        <p>Not applicable.</p>
      </sec>
      <sec>
        <title>Financial support and sponsorship</title>
        <p>This work was supported by the National Natural Science Foundation of China (22162019, 22261040, 22462019), the Science and Technology Projects of Inner Mongolia Autonomous Region (2021GG0195) and the Natural Science Foundation of Inner Mongolia Autonomous Region (2021MS02017).</p>
      </sec>
      <sec>
        <title>Conflicts of interest</title>
        <p>All authors declared that there are no conflicts of interest.</p>
      </sec>
      <sec>
        <title>Ethical approval and consent to participate</title>
        <p>Not applicable.</p>
      </sec>
      <sec>
        <title>Consent for publication</title>
        <p>Not applicable.</p>
      </sec>
      <sec>
        <title>Copyright</title>
        <p>© The Author(s) 2026.</p>
      </sec>
	 <sec sec-type="supplementary-material">
        <title>Supplementary Materials</title>
        <supplementary-material content-type="local-data">
          <media xlink:href="em6007-SupplementaryMaterials.pdf" mimetype="application/pdf">
            <caption>
              <p>Supplementary Materials</p>
            </caption>
          </media>
        </supplementary-material>
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