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	<front>
		<journal-meta>
			<journal-id journal-id-type="publisher-id">MC</journal-id>
			<journal-title-group>
				<journal-title>Materiales de Construcci&#xf3;n</journal-title>
				<abbrev-journal-title abbrev-type="publisher">Mater. construcc.</abbrev-journal-title>
			</journal-title-group>
			<issn publication-format="electronic">1988-3226</issn>
			<issn-l>0465-2746</issn-l>
			<publisher>
				<publisher-name>Consejo Superior de Investigaciones Cient&#xed;ficas</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
			<article-id pub-id-type="publisher-id">mc.2024.359623</article-id>
			<article-id pub-id-type="doi">10.3989/mc.2024.359623</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Research Articles</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>Transport properties of fly ash-slag-based geopolymer concrete with 2M sodium hydroxide combined with variations in slag percentage, Al/Bi ratio, and SS/SH ratio</article-title>
				<trans-title-group xml:lang="es">
					<trans-title>Propiedades de transporte del hormig&#xf3;n geopol&#xed;mero fabricado con escorias y cenizas volantes con hidr&#xf3;xido de sodio 2M con variaciones en el porcentaje de escoria, la relaci&#xf3;n Al/Bi y la relaci&#xf3;n SS/SH</trans-title>
				</trans-title-group>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author" corresp="yes">
					<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-3788-6840</contrib-id>
					<name>
						<surname>Sunarsih</surname>
						<given-names>E.S.</given-names>
					</name>
					<email xlink:href="ernawatisri@staff.uns.ac.id">ernawatisri@staff.uns.ac.id</email>
					<aff id="aff1"><institution content-type="department">Department of Civil Engineering</institution>, <institution content-type="faculty">Faculty of Engineering</institution>, <institution content-type="university">Sebelas Maret University</institution>, (<addr-line>Surakarta</addr-line>, <country>Indonesia</country>)</aff>
					<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/" vocab-term="Conceptualization">Conceptualization</role>
					<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term-identifier="https://credit.niso.org/contributor-roles/formalanalysis/" vocab-term="Formal analysis">Formal analysis</role>
					<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/" vocab-term="Methodology">Methodology</role>
					<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term-identifier="https://credit.niso.org/contributor-roles/fundingacquisition/" vocab-term="Funding acquisition">Funding acquisition</role>
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				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-4990-3038</contrib-id>
					<name>
						<surname>As&#x2019;ad</surname>
						<given-names>S.</given-names>
					</name>
					<aff id="aff2"><institution content-type="department">Department of Civil Engineering</institution>, <institution content-type="faculty">Faculty of Engineering</institution>, <institution content-type="university">Sebelas Maret University</institution>, (<addr-line>Surakarta</addr-line>, <country>Indonesia</country>)</aff>
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					<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/" vocab-term="Supervision">Supervision</role>
					<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/" vocab-term="Validation">Validation</role>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-3937-1138</contrib-id>
					<name>
						<surname>Mohd Sam</surname>
						<given-names>A.R.</given-names>
					</name>
					<aff id="aff3"><institution content-type="research-center">UTM Construction Research Centre</institution>, <institution content-type="institute">Institute for Smart Infrastructure and Innovative Construction</institution>, <institution content-type="faculty">Faculty of Civil Engineering</institution>, <institution content-type="university">Universiti Teknologi Malaysia</institution>, (<addr-line>Johor</addr-line>, <country>Malaysia</country>)</aff>
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				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-0312-4960</contrib-id>
					<name>
						<surname>Kristiawan</surname>
						<given-names>S.A.</given-names>
					</name>
					<aff id="aff4"><institution content-type="department">Department of Civil Engineering</institution>, <institution content-type="faculty">Faculty of Engineering</institution>, <institution content-type="university">Sebelas Maret University</institution>, (<addr-line>Surakarta</addr-line>, <country>Indonesia</country>)</aff>
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					<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term-identifier="https://credit.niso.org/contributor-roles/writingreview-editing/" vocab-term="Writing &amp; review &amp; editing">Writing &amp; review &amp; editing</role>
				</contrib>
			</contrib-group>
			<pub-date pub-type="epub">
				<day>01</day>
				<month>06</month>
				<year>2024</year>
			</pub-date>
			<pub-date pub-type="collection">
				<month>06</month>
				<year>2024</year>
			</pub-date>
			<volume>74</volume>
			<issue>354</issue>
			<elocation-id>e343</elocation-id>
			<pub-history>
				<event>
					<event-desc>Received</event-desc>				
					<date date-type="received">
						<day>10</day>
						<month>07</month>
						<year>2023</year>
					</date>
				</event>
				<event>
					<event-desc>Accepted</event-desc>				
					<date date-type="accepted">
						<day>29</day>
						<month>11</month>
						<year>2023</year>
					</date>
				</event>
				<event>
					<event-desc>Available on line</event-desc>				
					<date date-type="pub">
						<day>23</day>
						<month>05</month>
						<year>2024</year>
					</date>
				</event>
			</pub-history>
			<permissions>
				<copyright-statement>&#xa9;2024 CSIC</copyright-statement>
				<copyright-year>2024</copyright-year>
				<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
					<license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International (CC BY 4.0) License.</license-p>
				</license>
			</permissions>
			<self-uri xlink:href="http://materconstrucc.revistas.csic.es/index.php/materconstrucc/article/view/XXXX/XXXX"/>
			<abstract>
				<title>Abstract</title>
				<p>The aim of this research is to determine the effect of sodium hydroxide molarity 2M combined with variations in slag percentage, ratio of alkali activator to binder (Al/Bi), and ratio of sodium silicate to sodium hydroxide (SS/SH) on the transport properties of fly ash-slag-based GPC cured at ambient temperature. The result is increase in slag percentage and SS/SH ratio lead to a decrease in porosity, water absorption rate and chloride permeability. The alkali activator to binder (Al/Bi) ratio of 0.45 produces the lowest porosity, water absorption rate, and chloride permeability. The porosity, sorptivity, and chloride penetration depths of all GPC are lower than those of OPC. The recommended mix compositions for GPC that exhibit lower transport properties than OPC are GPC4 (slag 40%, SS/SH ratio 1.5, Al/Bi ratio 0.45); GPC5 (slag 50%, SS/SH ratio 1.5, Al/Bi ratio 0.45); and GPC7 (slag 30%, SS/SH ratio 2.0, Al/Bi ratio 0.45).</p>
			</abstract>
			<trans-abstract xml:lang="es">
				<title>Resumen</title>
				<p>El objetivo de esta investigaci&#xf3;n es determinar el efecto de la molaridad de hidr&#xf3;xido de sodio 2M combinado con variaciones en el porcentaje de escoria, la relaci&#xf3;n de activador alcalino/binder (Al/Bi) y la relaci&#xf3;n de silicato de sodio/hidr&#xf3;xido de sodio (SS/SH) sobre las propiedades de transporte del GPC a base de escoria y cenizas volantes curado a temperatura ambiente. Los resultados indican que un aumento en el porcentaje de escoria y en la relaci&#xf3;n SS/SH conducen a una disminuci&#xf3;n de la porosidad, la tasa de absorci&#xf3;n de agua y la permeabilidad al cloruro. La proporci&#xf3;n de activador alcalino/binder (Al/Bi) de 0,45 produce disminuciones en la porosidad, la tasa de absorci&#xf3;n de agua y la permeabilidad al cloruro. La porosidad, la sortividad y las profundidades de penetraci&#xf3;n de cloruro de todos los GPC son menores que las del OPC. Las composiciones de mezcla recomendadas para GPC que exhiben propiedades de transporte m&#xe1;s bajas que el OPC son GPC4 (escoria 40 %, relaci&#xf3;n SS/SH 1,5, relaci&#xf3;n Al/Bi 0,45); GPC5 (escoria 50 %, relaci&#xf3;n SS/SH 1,5, relaci&#xf3;n Al/Bi 0,45); y GPC7 (escoria 30%, relaci&#xf3;n SS/SH 2,0, relaci&#xf3;n Al/Bi 0,45).</p>
			</trans-abstract>
			<kwd-group>
				<kwd>Molarity sodium hydroxide</kwd>
				<kwd>Porosity</kwd>
				<kwd>Sorptivity</kwd>
				<kwd>Chloride permeability</kwd>
				<kwd>Fly ash-slag-based geopolymer</kwd>
			</kwd-group>
			<kwd-group xml:lang="es">
				<kwd>Molaridad de hidr&#xf3;xido de sodio</kwd>
				<kwd>Porosidad</kwd>
				<kwd>Sortividad</kwd>
				<kwd>Permeabilidad al cloruro</kwd>
				<kwd>Geopol&#xed;mero basado en cenizas volantes y escorias</kwd>
			</kwd-group>
			<funding-group id="fw-01">
				<award-group id="aw1">
					<funding-source>Direktorat Riset, Teknologi dan Pengabdian kepada Masyarakat, Direktorat Jenderal Pendidikan Tinggi, Riset dan Teknologi with Universitas Sebelas Maret, Contract Number</funding-source>
					<award-id>673.1/UN27.22/PT.01.03/2022</award-id>
					<award-id>096/E5/PG.02.00.PT/2022</award-id>
				</award-group>
				<funding-statement>The research and publication of this paper have been made possible due to financial support from Direktorat Riset, Teknologi dan Pengabdian kepada Masyarakat, Direktorat Jenderal Pendidikan Tinggi, Riset dan Teknologi with Universitas Sebelas Maret, Contract Number: 673.1/UN27.22/PT.01.03/2022 and No. 096/E5/PG.02.00.PT/2022.</funding-statement>
			</funding-group>
			<counts>
				<fig-count count="10"/>
				<table-count count="2"/>
				<equation-count count="2"/>
				<ref-count count="47"/>
				<page-count count="15"/>
			</counts>
		</article-meta>
	</front>
	<body>
		<sec id="sec1" sec-type="intro">
			<label>1.</label>
			<title>Introduction</title>
			<p>The production of Portland cement has been found to be a leading contributor to the release of greenhouse gas emissions into the atmosphere, particularly carbon dioxide (CO<sub>2</sub>). An estimated 0.95 tons of CO<sub>2</sub> are released for each ton of the cement produced (<xref ref-type="bibr" rid="B1">1</xref>). It has been further found that of the total CO<sub>2</sub> emissions associated with concrete production, a staggering 76-80% is attributed to the production of the cement (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). In fact, these CO<sub>2</sub> emissions account for about 75% of all greenhouse gas emissions (<xref ref-type="bibr" rid="B4">4</xref>). This alarming rate of emission necessitates the need to develop alternative binders to reduce the environmental impact of cement production.</p>
			<p>Geopolymer binder, which releases 80-90% lower CO<sub>2</sub> emissions, currently represents one prospective alternative binder that can considerably minimize the environmental impact (<xref ref-type="bibr" rid="B1">1</xref>). Geopolymer binder is created by activating precursors that contain aluminosilicates like fly ash, silica fume, ground granulated blast furnace slag, and metakaolin, with an alkaline activator such as sodium hydroxide (SH), sodium silicate (SS), sodium sulfate or carbonate, potassium hydroxide (KOH) and potassium silicate (K<sub>2</sub>SiO<sub>3</sub>) (<xref ref-type="bibr" rid="B5 B6 B7">5-7</xref>). The matrix and strength of this type of cement does not require the formation of hydrated calcium silicate (C-S-H) gel, as with ordinary Portland cement concrete (OPC), but instead relies on aluminosilicate polycondensation (<xref ref-type="bibr" rid="B8">8</xref>). When a low calcium precursor is used to create geopolymer binder, a sodium aluminum silicate hydrate (N-A-S-H) gel with a three-dimensional structure is produced (<xref ref-type="bibr" rid="B9">9</xref>).</p>
			<p>Many studies have focused on GPC made from low-calcium fly ash and using SS and SH as an alkali activator. However, the moderate temperature curing required for this type of geopolymer limits its practical use (<xref ref-type="bibr" rid="B10 B11 B12 B13">10-13</xref>). To address this issue, researchers have explored the potential of new geopolymer formulas that can be cured at lower temperatures. One possible solution is to increase the calcium content in the binder by introducing slag, which has high calcium content, to the low-calcium fly ash-based geopolymer mixture. This can enhance the mechanical and microstructural properties of GPC by promoting the formation of hydrated calcium aluminum silicate (C-A-S-H) gel, the primary product of polymerization (<xref ref-type="bibr" rid="B14 B15 B16 B17">14-17</xref>).</p>
			<p>Geopolymer concrete with 20% fly ash substitution with slag has higher strength than that made from 100% fly ash. One positive finding is that when cured at room temperature, using 100% slag results in the highest strength (<xref ref-type="bibr" rid="B7">7</xref>). The addition of slag also reduces pore size and porosity, ultimately decreasing the amount of water it can absorb over a period of time (<xref ref-type="bibr" rid="B18">18</xref>). The reduction could be identified concerning the water absorption rate with time. At first, the water absorption rate in GPC was relatively high because of the absorption of pores at a size larger than 200 nm. Over time, the rate diminishes. In contrast, the water absorption rate in OPC specimens initially starts low due to fewer pores with a size larger than 200 nm but continues to increase. Another report indicated that, the water absorption rate of GPC containing 30% slag was comparable to that of OPC specimens (<xref ref-type="bibr" rid="B19">19</xref>). Other research showed that by using a higher slag percentage and lower SS/SH ratio in GPC, shrinkage can be decreased, making it comparable to OPC (<xref ref-type="bibr" rid="B20">20</xref>). It has been observed that as more fly ash substitution by slag in GPC, the water absorption, sorptivity, and porosity of the material are all reduced (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>). This phenomenon is due to the slag and alkaline activator reaction, resulting the formation of denser C-A-S-H gels than the N-A-S-H gels (<xref ref-type="bibr" rid="B18">18</xref>). Furthermore, the smaller size of slag particles makes them function as micro fillers (<xref ref-type="bibr" rid="B23">23</xref>).</p>
			<p>Research has shown that GPC has comparable or even superior physical and mechanical properties to OPC. In terms of durability, GPC has been studied for its resistance to aggressive environments, including sulfate attack, chloride ingress, carbon dioxide penetration, and acids (<xref ref-type="bibr" rid="B24">24</xref>). Chloride ingress can destroy the passivation layer on the steel reinforcement, trigger corrosion caused by electrochemistry, and subsequently, decrease the structural strength of concrete. Although chlorides can have such detrimental effect, they generally do not disintegrate the concrete matrix since the rates of degradation caused by chlorides are shown to be lower (<xref ref-type="bibr" rid="B25">25</xref>). Many researchers found that compared to GPC, OPC demonstrated a greater capacity to bind chloride. This is because of the reaction among the AFm phase (alumina, iron oxide, mono sulphate) in OPC with chloride ions, forming Friedel salts. On the other hand, GPC has a minimal ability to bind chloride as there is no visible reaction between the geopolymer binder and chloride ions; however, the ability to bind chloride is dependent on the adsorption or encapsulation of chloride in the network of geopolymer pores (<xref ref-type="bibr" rid="B25 B26 B27">25-27</xref>).</p>
			<p>Through the use of the Rapid Chloride Permeability Test (RCPT), a comparative study was conducted to analyze the chloride permeability of OPC and fly ash-based GPC. The results showed that the permeability of OPC and fly ash-based GPC is similar when compared using the same compressive strength. Nevertheless, the addition of a higher proportion of slag to the geopolymer concrete leads to a decrease in the total charge passed and a change in the permeability classification of the concrete (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B28">28</xref>). The reduction in concrete permeability is due to the addition of hydrated compounds based on calcium, which act as micro aggregates and coexist with the geopolymeric components to create a dense microstructure that impedes the infiltration of water from the capillary pores. Furthermore, slag is more reactive than fly ash particles in alkaline media, making it easier for the abundantly available alumina and silica ions to dissolve and improve the polycondensation mechanism (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B29">29</xref>). The total charge passed decreases with extended curing time, as a denser matrix of geopolymer is created, impeding the penetration of chloride ions (<xref ref-type="bibr" rid="B30">30</xref>).</p>
			<p>GPC is much more resistant to chloride attack, showing a longer time to experience cracking due to chloride-induced corrosion in comparison to OPC. At 40 mm depth, GPC&#x2019;s chloride content is ten times lesser than that of OPC, which is insufficient to initiate chloride-induced corrosion (<xref ref-type="bibr" rid="B31">31</xref>). Additionally, the pore structure of GPC becomes disconnected as it matures (<xref ref-type="bibr" rid="B5">5</xref>). With increasing curing time of GPC, the porosity is reduced owing to the space-filling properties of the C-(N)-A-S-H phase (<xref ref-type="bibr" rid="B18">18</xref>). The main reaction products of GPC with slag content are C-S-H, C-A-S-H, N-A-S-H, and the hydrotalcite phase, with an increase of slag content resulting in greater amounts of C-S-H and C-A-S-H, as well as an increase in the hydrotalcite phase. C-A-S-H has a higher ability than N-A-S-H to bind chloride ions, reducing their entry (<xref ref-type="bibr" rid="B25">25</xref>). Hydrotalcite (Mg<sub>6</sub>Al<sub>2</sub>(OH)16CO<sub>3</sub>4H<sub>2</sub>O) is a compound that has a double-layered hydroxide structure. This layered crystal structure consists of an outer layer with hydroxides and an inner layer with anions and water molecules. The addition of hydrotalcite to externally contaminated chloride-contaminated concrete results in a reduction in the chloride content in the concrete compared to without the hydrotalcite structure (<xref ref-type="bibr" rid="B32">32</xref>). </p>
			<p>To date, research on fly ash-slag-based GPC has predominantly employed sodium hydroxide solution with moderate to high molarity (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B33 B34 B35">33-35</xref>), resulting in significant CO<sub>2</sub> emissions during the production of alkaline activator solution (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B36 B37 B38">36-38</xref>). To address this issue, the present study proposes using a combination of SS and SH molarity of 2M as an alkaline activator to represents a more sustainable GPC that can be cured at room temperature. The use of sodium hydroxide with a molarity of 2M is based on preliminary tests on fly ash-slag-based geopolymer paste and mortar. This test uses variations in SH molarity of 1M, 2M, 4M, 6M, 8M, and 10M, a slag percentage of 30%, the SS/SH ratio of 0.5, 1.0, and 1.5, and the Al/Bi ratio of 0.40, 0.45, and 0.50. Based on the setting time with an SH molarity of 2M, the results were obtained at SS/SH ratios of 1.0 and 1.5, and at all Al/Bi ratios, the final setting time was around 100-160 minutes. Based on the compressive strength of the mortar, the results showed that sodium hydroxide with molarity of 2M had a compressive strength similar to other SH molarities.</p>
			<p>Based on these preliminary tests, this research used SH molarity 2M to assess the transport properties of the GPC, focusing on porosity, sorptivity, and chloride permeability properties. The investigation examines the impact of various mixture compositions, such as slag percentages, alkali aktivator to binder (Al/Bi) ratios, and SS/SH ratios. The results offer insight for engineers seeking to determine the optimal composition of durable and environmentally friendly GPC for practical applications. </p>
		</sec>
		<sec id="sec2" sec-type="materials|methods">
			<label>2.</label>
			<title>Materials and methods</title>
			<sec id="sec2.1">
				<label>2.1.</label>
				<title>Materials</title>
				<p>In this study, the fine aggregate was sourced from Yogyakarta, Indonesia, and coarse aggregate with a nominal diameter of 12.7 mm was obtained from Central Java, Indonesia. The binder materials consisted of type F fly ash from Tanjung Jati B PLTU, Central Java, Indonesia, and slag obtained from PT. Krakatau Semen Indonesia, Banten, Indonesia. Both fly ash and slag must pass sieve no. 200 with a diameter of 75 &#x3bc;m, according to cement fineness specifications (SNI 15-2530-1991). X-ray fluorescence (XRF) testing was employed to determine the chemical compositions of fly ash and slag, and the results are shown in <xref ref-type="table" rid="t1">Table 1</xref>. The fly ash had a low calcium oxide (about 8.64%) but a high total content of SiO<sub>2</sub>, Al<sub>2</sub>O<sub>3</sub>, and Fe<sub>2</sub>O<sub>3</sub> (about 83.8%), so it includes type F fly ash according to ASTM C618 standards. On the other hand, the slag had a high calcium oxide content (about 62.1%).</p>
				<table-wrap id="t1">
					<label>Table 1</label>
					<caption>
						<title>Chemical compositions of fly ash and slag.</title>
					</caption>
					<table>
						<colgroup>
							<col/>
							<col/>
							<col/>
						</colgroup>
						<thead>
							<tr>
								<th align="center">Component %</th>
								<th align="center">Fly Ash</th>
								<th align="center">Slag</th>
							</tr>
						</thead>
						<tbody>
							<tr>
								<td align="center">SiO<sub>2</sub>
								</td>
								<td align="center">41.00</td>
								<td align="center">23.50</td>
							</tr>
							<tr>
								<td align="center">Al<sub>2</sub>O<sub>3</sub>
								</td>
								<td align="center">15.00</td>
								<td align="center">8.20</td>
							</tr>
							<tr>
								<td align="center">Fe<sub>2</sub>O<sub>3</sub>
								</td>
								<td align="center">26.94</td>
								<td align="center">0.95</td>
							</tr>
							<tr>
								<td align="center">CaO</td>
								<td align="center">8.64</td>
								<td align="center">62.10</td>
							</tr>
							<tr>
								<td align="center">MgO</td>
								<td align="center">0.74</td>
								<td align="center">0.30</td>
							</tr>
							<tr>
								<td align="center">SO<sub>3</sub>
								</td>
								<td align="center">0.50</td>
								<td align="center">0.94</td>
							</tr>
							<tr>
								<td align="center">K<sub>2</sub>O</td>
								<td align="center">2.43</td>
								<td align="center">0.10</td>
							</tr>
							<tr>
								<td align="center">TiO<sub>2</sub>
								</td>
								<td align="center">1.71</td>
								<td align="center">1.20</td>
							</tr>
							<tr>
								<td align="center">Others</td>
								<td align="center">2.5</td>
								<td align="center">2.61</td>
							</tr>
							<tr>
								<td align="center">LoI</td>
								<td align="center">0.54</td>
								<td align="center">0.1</td>
							</tr>
						</tbody>
					</table>
				</table-wrap>
				<p>Alkaline activators were prepared using a mixture of SH and SS, with varying ratios of SS/SH at 1.0, 1.5, and 2.0. The SH solution was created by dissolving 98% pure SH flakes in distilled water, maintaining a constant concentration of 2M across all mixtures. The SS solution used in this study was a commercially available gel with the production code BE-58. <xref ref-type="fig" rid="f1">Figure 1</xref> and <xref ref-type="fig" rid="f2">Figure 2</xref> show the raw materials and alkaline activators used in the manufacture the geopolymer concrete.</p>
				<fig id="f1">
					<label>Figure 1</label>
					<caption>
						<title>Materials in GPC (a) Fly ash, (b) Slag, (c) Fine aggregate, and (d) Coarse aggregate.</title>
					</caption>
					<graphic id="gra-1" xlink:href="MC-74-354-e343-gf1.png"/>
				</fig>
				<fig id="f2">
					<label>Figure 2</label>
					<caption>
						<title>Alkaline activators (a) Sodium hydroxide flakes, and (b) Sodium silicate gel.</title>
					</caption>
					<graphic id="gra-2" xlink:href="MC-74-354-e343-gf2.png"/>
				</fig>
			</sec>
			<sec id="sec2.2">
				<label>2.2.</label>
				<title>Preparation, casting, and curing of specimens</title>
				<p>In order to achieve a 25 MPa design strength for normal concrete, the study employed a mixture design that followed the guidelines of SNI 7656:2012 (<xref ref-type="bibr" rid="B39">39</xref>), a modified version of ACI 211.1-91 (<xref ref-type="bibr" rid="B40">40</xref>) for Indonesian context. The GPC production involved replacing the cement with fly ash and slag, with the slag to total binder percentages ranging from 10% to 50%. To substitute the water-cement ratio, an alkaline activator was utilized with varying Al/Bi ratios of 0.40, 0.45, and 0.50. The aggregates and total binder were kept constant throughout the study. In <xref ref-type="table" rid="t2">Table 2</xref>, the results of the concrete compressive strength test according to the mix design are presented.</p>
				<table-wrap id="t2">
					<label>Table 2</label>
					<caption>
						<title>Mix Proportions.</title>
					</caption>
					<table>
						<colgroup>
							<col/>
							<col/>
							<col/>
							<col/>
							<col/>
							<col/>
						</colgroup>
						<thead>
							<tr>
								<th align="center" rowspan="2">Mix ID</th>
								<th align="center" rowspan="2">Designation</th>
								<th align="center" colspan="4">Concrete Mixture Quantity (kg/m<sup>3</sup>)</th>
							</tr>
							<tr>
								<th align="center">Aggregate (CAg/FAg)</th>
								<th align="center">Binder (Fly ash/Slag /Cement)</th>
								<th align="center">Activator (SS/SH/Water)</th>
								<th align="center">Compressive Strength (MPa)</th>
							</tr>
						</thead>
						<tbody>
							<tr>
								<td align="center">GPC1</td>
								<td align="center">S10-1.5-0.45</td>
								<td align="center">858/863</td>
								<td align="center">360/40/ -</td>
								<td align="center">108/72/ -</td>
								<td align="center">23.930</td>
							</tr>
							<tr>
								<td align="center">GPC2</td>
								<td align="center">S20-1.5-0.45</td>
								<td align="center">858/863</td>
								<td align="center">320/80/ -</td>
								<td align="center">108/72/ -</td>
								<td align="center">36.793</td>
							</tr>
							<tr>
								<td align="center">GPC3</td>
								<td align="center">S30-1.5-0.45</td>
								<td align="center">858/863</td>
								<td align="center">280/120/ -</td>
								<td align="center">108/72/ -</td>
								<td align="center">46.667</td>
							</tr>
							<tr>
								<td align="center">GPC4</td>
								<td align="center">S40-1.5-0.45</td>
								<td align="center">858/863</td>
								<td align="center">240/160/ -</td>
								<td align="center">108/72/ -</td>
								<td align="center">50.402</td>
							</tr>
							<tr>
								<td align="center">GPC5</td>
								<td align="center">S50-1.5-0.45</td>
								<td align="center">858/863</td>
								<td align="center">200/200/ -</td>
								<td align="center">108/72/ -</td>
								<td align="center">56.076</td>
							</tr>
							<tr>
								<td align="center">GPC6</td>
								<td align="center">S30-1.0-0.45</td>
								<td align="center">858/863</td>
								<td align="center">280/120/ -</td>
								<td align="center">90/90/ -</td>
								<td align="center">39.620</td>
							</tr>
							<tr>
								<td align="center">GPC7</td>
								<td align="center">S30-2.0-0.45</td>
								<td align="center">858/863</td>
								<td align="center">280/120/ -</td>
								<td align="center">120/60/ -</td>
								<td align="center">38.531</td>
							</tr>
							<tr>
								<td align="center">GPC8</td>
								<td align="center">S30-1.5-0.40</td>
								<td align="center">858/863</td>
								<td align="center">280/120/ -</td>
								<td align="center">96/64/ -</td>
								<td align="center">35.704</td>
							</tr>
							<tr>
								<td align="center">GPC9</td>
								<td align="center">S30-1.5-0.50</td>
								<td align="center">858/863</td>
								<td align="center">280/120/ -</td>
								<td align="center">120/80/ -</td>
								<td align="center">42.839</td>
							</tr>
							<tr>
								<td align="center">OPC</td>
								<td align="center">-</td>
								<td align="center">858/863</td>
								<td align="center">- / - /400</td>
								<td align="center">- / - /216</td>
								<td align="center">27.068</td>
							</tr>
						</tbody>
					</table>
					<table-wrap-foot>
						<fn id="TFN1">
							<p>Abbreviations: CAg: Coarse Aggregate; FAg: Fine aggregate; SS: Sodium Silicate; SH: Sodium Hydroxide</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
				<p>Ten mixtures were produced, consisting of nine GPCs and one OPC as a control (<xref ref-type="table" rid="t2">Table 2</xref>). The mixtures were designated as GPC1 to GPC9, each with different components. GPC1 to GPC5 were created to investigate the impact of slag percentage. Mixtures GPC3, GPC6, and GPC7 focused on the variations in the SS/SH ratio, while GPC3, GPC8, and GPC9 examined the effects of varying the Al/Bi ratio. The GPC mix designation represented the components of the mixture, for instance, S30-1.5-0.50, indicating a GPC mix with a 30% slag content, the ratio of SS/SH 1.5, and the ratio of Al/Bi 0.50. No additional water or superplasticizer was used in the mixtures.</p>
				<p>The GPC mixing process began with the preparation of the necessary materials. A two-molar SH solution was prepared the day before its use, while the alkaline activator, comprising of SS and SH, was mixed and left to settle until it had reached room temperature. After that, a container was filled with a homogeneous mixture of precursor materials, which are fly ash and slag. Then, the GPC constituents were blended in a specific order: sand and coarse aggregate were mixed together for one minute, followed by the addition of a fly ash and slag binder and a two-minute mixing time. The alkaline activator solution was then added according to a precise ratio, and the mixture was given five minutes of blending time to ensure thorough homogeneity.</p>
				<p>After the mixing process, the specimens underwent slump testing and were subsequently cast in cylindrical molds with dimensions of 100 mm in diameter and 200 mm in height. The casting was performed in two layers, ensuring compaction in each layer to avoid any cavities. The specimens were allowed to remain in the molds for 24 hours prior to being taken out and cured. For the OPC, curing is done by submerging the specimen in water, while GPC curing involves storing it in an airtight plastic container to maintain moisture at room temperature. Prior to testing, all specimens were shaped into cylindrical forms with a diameter of 100 mm and a height of 50 mm, a process that occurred after 28 days of curing.</p>
			</sec>
			<sec id="sec2.3">
				<label>2.3.</label>
				<title>Testing procedure</title>
				<sec id="sec2.3.1">
					<label>2.3.1.</label>
					<title>Porosity test</title>
					<p>The porosity test is specified in ASTM C642-97 (<xref ref-type="bibr" rid="B41">41</xref>). The specimen has a cylindrical shape with a height of 50 mm and a 100 mm diameter. The <xref ref-type="disp-formula" rid="e1">Equation [1]</xref> is used to calculate the porosity.</p>
					<disp-formula id="e1">
						<mml:math id="mml-1">
							<mml:mi>V</mml:mi>
							<mml:mi>o</mml:mi>
							<mml:mi>l</mml:mi>
							<mml:mi>u</mml:mi>
							<mml:mi>m</mml:mi>
							<mml:mi>e</mml:mi>
							<mml:mi>n</mml:mi>
							<mml:mi>&#xa0;</mml:mi>
							<mml:mi>o</mml:mi>
							<mml:mi>f</mml:mi>
							<mml:mi>&#xa0;</mml:mi>
							<mml:mi>P</mml:mi>
							<mml:mi>e</mml:mi>
							<mml:mi>r</mml:mi>
							<mml:mi>m</mml:mi>
							<mml:mi>e</mml:mi>
							<mml:mi>a</mml:mi>
							<mml:mi>b</mml:mi>
							<mml:mi>l</mml:mi>
							<mml:mi>e</mml:mi>
							<mml:mi>&#xa0;</mml:mi>
							<mml:mi>v</mml:mi>
							<mml:mi>o</mml:mi>
							<mml:mi>i</mml:mi>
							<mml:mi>d</mml:mi>
							<mml:mi>s</mml:mi>
							<mml:mi>&#xa0;</mml:mi>
							<mml:mfenced separators="|">
								<mml:mrow>
									<mml:mi>P</mml:mi>
									<mml:mi>o</mml:mi>
									<mml:mi>r</mml:mi>
									<mml:mi>o</mml:mi>
									<mml:mi>s</mml:mi>
									<mml:mi>i</mml:mi>
									<mml:mi>t</mml:mi>
									<mml:mi>y</mml:mi>
								</mml:mrow>
							</mml:mfenced>
							<mml:mfenced separators="|">
								<mml:mrow>
									<mml:mi>%</mml:mi>
								</mml:mrow>
							</mml:mfenced>
							<mml:mo>=</mml:mo>
							<mml:mi>&#xa0;</mml:mi>
							<mml:mfrac>
								<mml:mrow>
									<mml:mfenced separators="|">
										<mml:mrow>
											<mml:mi>C</mml:mi>
											<mml:mo>-</mml:mo>
											<mml:mi>A</mml:mi>
										</mml:mrow>
									</mml:mfenced>
								</mml:mrow>
								<mml:mrow>
									<mml:mfenced separators="|">
										<mml:mrow>
											<mml:mi>C</mml:mi>
											<mml:mo>-</mml:mo>
											<mml:mi>D</mml:mi>
										</mml:mrow>
									</mml:mfenced>
								</mml:mrow>
							</mml:mfrac>
							<mml:mi>&#xa0;</mml:mi>
							<mml:mi>x</mml:mi>
							<mml:mi>&#xa0;</mml:mi>
							<mml:mn>100</mml:mn>
						</mml:math>
						<label>[1]</label>
					</disp-formula>
					<def-list id="d1">
						<title>where:</title>
						<def-item>
							<term>
								<italic>A</italic> =</term>
							<def>
								<p> Oven-dried specimen mass (g). The test is carried out by drying the sample in an oven at a temperature of 100-110C for no less than 24 hours. Then it is removed from the oven and allowed to cool to a temperature of 20-25C and then the mass is determined.</p>
							</def>
						</def-item>
						<def-item>
							<term>
								<italic>C</italic> =</term>
							<def>
								<p> Surface-dry specimen mass in air (g). After immersion and boiling for 5h, let it cool to a temperature of 20-25C. Then remove surface moisture with a dry towel and determine the mass.</p>
							</def>
						</def-item>
						<def-item>
							<term>
								<italic>D</italic> =</term>
							<def>
								<p> Apparent mass of specimen in water (g). After the sample has been soaked, boiled and cooled, the next step is to determine the mass of the sample in the water.</p>
							</def>
						</def-item>
					</def-list>
				</sec>
				<sec id="sec2.3.2">
					<label>2.3.2.</label>
					<title>Sorptivity test</title>
					<p>The sorptivity test, following the procedure outlined in ASTM C1585-13, is conducted to measure the rate of water absorption and sorptivity of a cylindrical specimen. This test involves monitoring the weight change of the specimen as it absorbs water over time (<xref ref-type="bibr" rid="B42">42</xref>). The specimens used in this test have a diameter of 100 mm and a height of 50 mm. </p>
					<p>To perform the test, the specimen is positioned on supports within a pan filled with tap water. The water level is adjusted to be 1-3 mm above the bottom edge of the specimen, as depicted in <xref ref-type="fig" rid="f3">Figure 3</xref>. The weight of the specimen is then recorded at regular intervals for up to 9 days, following the guidelines of ASTM C1585. These measurements are used to determine the amount of water absorbed, and subsequently calculate the sorptivity value and the rate of water absorption using <xref ref-type="disp-formula" rid="e2">Equation [2]</xref>.</p>
					<fig id="f3">
						<label>Figure 3</label>
						<caption>
							<title>Schematic of the sorptivity test (<xref ref-type="bibr" rid="B42">42</xref>).</title>
						</caption>
						<graphic id="gra-3" xlink:href="MC-74-354-e343-gf3.png"/>
					</fig>
					<disp-formula id="e2">
						<mml:math id="mml-2">
							<mml:mi>I</mml:mi>
							<mml:mo>=</mml:mo>
							<mml:mi>&#xa0;</mml:mi>
							<mml:mfrac>
								<mml:mrow>
									<mml:mi>m</mml:mi>
									<mml:mi>t</mml:mi>
								</mml:mrow>
								<mml:mrow>
									<mml:mi>a</mml:mi>
									<mml:mi>*</mml:mi>
									<mml:mi>d</mml:mi>
								</mml:mrow>
							</mml:mfrac>
						</mml:math>
						<label>[2]</label>
					</disp-formula>
					<def-list id="d2">
						<title>where:</title>
						<def-item>
							<term>
								<italic>I =</italic>
							</term>
							<def>
								<p> the absorption,</p>
							</def>
						</def-item>
						<def-item>
							<term>
								<italic>m</italic>
								<sub>
									<italic>t</italic>
								</sub> =</term>
							<def>
								<p> the increase in specimen weight (g), at time <italic>t</italic>,</p>
							</def>
						</def-item>
						<def-item>
							<term>
								<italic>a =</italic>
							</term>
							<def>
								<p> the area of exposed surfaces (mm<sup>2</sup>)</p>
							</def>
						</def-item>
						<def-item>
							<term>
								<italic>d =</italic>
							</term>
							<def>
								<p> the water density (g/mm<sup>3</sup>)</p>
							</def>
						</def-item>
					</def-list>
					<p>Initial sorptivity (mm/s<sup>1/2</sup>) is identified as the slope of the line acquired from plotting water absorption, <bold>
							<italic>I,</italic>
						</bold> to the square root of time (s<sup>1/2</sup>). This slope is determined by utilizing least squares from linear regression, using all of the data from 1 minute to 6 hours. The secondary sorptivity (mm/s<sup>1/2</sup>) is identified as the slope of the line obtained from plotting water absorption, <bold>
							<italic>I,</italic>
						</bold> to the square root of time (s<sup>1/2</sup>) utilizing all the points from 1 to 7 days. The slope was determined using least-square linear regression.</p>
				</sec>
				<sec id="sec2.3.3">
					<label>2.3.3.</label>
					<title>Rapid Chloride Permeability Test (RCPT)</title>
					<p>The Rapid Chloride Permeability Test, as specified by ASTM C1202-12, is used to measure the electrical current passing through cylindrical specimens with a diameter of 100 mm and a height of 50 mm. The test duration is six hours. In this test, a direct current (DC) voltage of 60V is applied to the ends of the specimen. One side of the specimen is submerged in a sodium hydroxide (NaOH) solution, while the other side is submerged in a sodium chloride (NaCl) solution. The overall charge passed through the specimen in Coulombs is then calculated to determine the resistance of the specimen to the penetration of chloride ions (<xref ref-type="bibr" rid="B43">43</xref>). As an additional measure, a solution of silver nitrate (AgNO<sub>3</sub>) is sprayed onto the exposed surface of the concrete to assess the penetration depth of chloride ions. <xref ref-type="fig" rid="f4">Figure 4</xref> illustrates the configuration of the RCPT test.</p>
					<fig id="f4">
						<label>Figure 4</label>
						<caption>
							<title>Rapid chloride permeability test setup.</title>
						</caption>
						<graphic id="gra-4" xlink:href="MC-74-354-e343-gf4.png"/>
					</fig>
				</sec>
			</sec>
		</sec>
		<sec id="sec3" sec-type="results|discussion">
			<label>3.</label>
			<title>Results and discussion</title>
			<p>This research aims to examine how various independent variables, such as different levels of slag in place of fly ash, variations in Al/Bi ratios, and variations in SS/SH ratios at a constant SH molarity of 2M, influence the transport properties of geopolymer concrete (GPC). The results and discussion will be presented separately, based on the type of tests carried out, including porosity, sorptivity, and chloride permeability.</p>
			<sec id="sec3.1">
				<label>3.1.</label>
				<title>Porosity</title>
				<p>The influence of various independent variables on porosity are presented in <xref ref-type="fig" rid="f5">Figure 5</xref>. Based on <xref ref-type="fig" rid="f5">Figure 5 (a)</xref>, an increased in the slag content causes the porosity to decrease. The highest reduction value of 10.4% occurs at a slag percentage of 10% and the lowest (7.5%) occurs at 50% slag. The porosity value in OPC is 14.4%. Compared with the OPC, the GPC with slag recorded lower porosity.</p>
				<fig id="f5">
					<label>Figure 5</label>
					<caption>
						<title>The relationship between (a) porosity and the percentage of slag (SS/SH ratio 1.5, Al/Bi ratio 0.45); (b) porosity and Al/Bi ratio (Slag 30%, SS/SH ratio 1.5); and (c) porosity and SS/SH ratio (slag 30%, Al/Bi ratio 0.45).</title>
					</caption>
					<graphic id="gra-5" xlink:href="MC-74-354-e343-gf5.png"/>
				</fig>
				<p>The decrease in porosity with increased slag content is likely due to the binder reactions. The formation of C-A-S-H gel is due to the presence of slag, which is denser than geopolymer type gels, resulting in a less porous structure (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B21">21</xref>). The slag used in this study contains a significantly higher CaO content than fly ash, at 62.1% and 8.6%, respectively (see <xref ref-type="table" rid="t1">Table 1</xref>). By increasing the amount of slag used in place of fly ash, more C-A-S-H gel will form, which will, in turn, decrease the number of pores in the concrete. In addition, at similar SS/SH ratio, GPC based on fly ash-slag has a larger amount (79%) of 10nm or smaller pores than GPC based on fly ash (16%). This can be attributed to the formation of C-S-H through slag activation in geopolymer concrete, which can fill most of the capillary pores (<xref ref-type="bibr" rid="B14">14</xref>). On the other hand, the increased porosity of the fly ash-based GPC is probably related to the gel&#x2019;s binding, mainly in the form of N-A-S-H, which is less dense and more porous (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B44">44</xref>).</p>
				<p>The findings presented in <xref ref-type="fig" rid="f5">Figure 5 (b)</xref> suggest that the Al/Bi ratio plays an integral role in porosity. When the ratio reaches 0.45, the minimum porosity of 8.82% is achieved. This can be attributed to the OH<sup>-</sup> ions from the alkaline activator, which act as catalysts in the geopolymerization process and facilitate the release of Si<sup>4+</sup> and Al<sup>3+</sup> ions from the binder. If the amount of alkaline activator used is less, the leaching process of the aluminum silicate will also be slower, resulting in a poor geopolymeric structure with larger pores and lower strength (<xref ref-type="bibr" rid="B28">28</xref>). Meanwhile, at a higher Al/Bi ratio, the amount of alkaline activator used also increases so that the mixture is more dilute. The excess alkaline activator not utilized in the geopolymerization process will eventually become a pore in the concrete after it has hardened. The increasing number of pores causes the porosity to increase and, when compared with OPC, all GPC samples with various Al/Bi ratios have lower porosity.</p>
				<p>
					<xref ref-type="fig" rid="f5">Figure 5 (c)</xref> depicts an increased SS/SH ratio that reduces porosity. The highest porosity of 9.2% was observed for the SS/SH ratio of 1.0. On the other hand, porosity decreased to 8.8% and 7.6% for the SS/SH ratios of 1.5 and 2.0, respectively. The decrease in porosity is due to the higher SS/SH ratio and the higher proportion of sodium silicate results in a greater provision of free silicate. Increasing the amount of silicate in the mixture can increase the polymerization reaction and will form a N-A-S-H gel. Besides that, the presence of high calcium content in the slag will form a denser C-(A)-S-H gel. This is in line with the finding by other researcher (<xref ref-type="bibr" rid="B45">45</xref>), who stated that the smaller pores at high SS/SH ratios were due to the increased silica content resulted in a denser polymerized gel with excellent mechanical properties.</p>
				<p>According to the description above, porosity is closely related to the number of pores in the concrete. GPC with low molarity SH (2M) and varying slag percentages, Al/Bi ratios, and SS/SH ratios show lower porosity than OPC. This indicates that GPC has fewer pores and a denser structure, which will increase the mechanical properties of concrete.</p>
			</sec>
			<sec id="sec3.2">
				<label>3.2.</label>
				<title>Sorptivity</title>
				<p>The sorptivity test results indicate that the water absorption rate on the concrete surface and the initial and secondary sorptivity have a strong relationship with the time<sup>1/2</sup>. This can be seen from the data presented in <xref ref-type="fig" rid="f6">Figure 6</xref>, which demonstrates the correlative relationship between the two variables.</p>
				<fig id="f6">
					<label>Figure 6</label>
					<caption>
						<title>The relationship between time and rate of water absorption on variations in (a) slag percentage (SS/SH ratio 1.5, Al/Bi ratio 0.45); (b) Al/Bi ratio (Slag 30%, SS/SH ratio 1.5); and (c) SS/SH ratio (slag 30%, Al/Bi ratio 0.45).</title>
					</caption>
					<graphic id="gra-6" xlink:href="MC-74-354-e343-gf6.png"/>
				</fig>
				<p>The rate of water absorption can be seen in two different phases. Initially, a faster rate of absorption process take place and started to decrease after 1 day. This condition is most likely caused by the pores in the concrete, which are partially saturated (<xref ref-type="bibr" rid="B46">46</xref>). In <xref ref-type="fig" rid="f6">Figure 6(a)</xref>, the initial absorption of OPC is higher than the other GPC mixtures. However, after 1 day it showed that GPC with 10% slag content (GPC1) had higher absorption than OPC. Based on the data presented in <xref ref-type="fig" rid="f6">Figure 6(b) and 6(c)</xref>, it can be observed that all GPC, regardless of the Al/Bi ratios and SS/SH ratios, exhibit lower water absorption values compared to OPC. This trend is observed both at the initial stage of water absorption and throughout the extended water absorption period. This shows that the proportion of the GPC2-GPC9 mixture has resulted smaller pores than OPC.</p>
				<p>In accordance with ASTM C1858, the slopes of the graphs in <xref ref-type="fig" rid="f6">Figure 6</xref> may be used to determine the initial and secondary sorptivity values. However, some requirements must be met, where the graph of the relationship of water absorption with time must show a linear relationship, with a coefficient of correlation of more than 0.98. The sorptivity values obtained through the analysis of these slopes are shown in <xref ref-type="fig" rid="f7">Figure 7</xref>.</p>
				<fig id="f7">
					<label>Figure 7</label>
					<caption>
						<title>Initial and secondary sorptivity of concrete with (a) variations in the percentage of slag (SS/SH ratio 1.5, Al/Bi ratio 0.45); (b) variations in the Al/Bi ratio (slag 30%, SS/SH ratio 1.5); and (c) variations in the SS/SH ratio (slag 30%, Al/Bi 0.45).</title>
					</caption>
					<graphic id="gra-7" xlink:href="MC-74-354-e343-gf7.png"/>
				</fig>
				<p>
					<xref ref-type="fig" rid="f7">Figure 7(a)</xref> confirms that a higher percentage of slag used will result in lower initial and secondary sorptivity. Samples with 20%, 30%, 40%, and 50% have initial sorptivities of 10.4, 9.6, 8.2, and 6.0 x 10<sup>-3</sup> mm/s<sup>1/2</sup>, respectively. The proportion of GPC1 mixture with 10% slag has a slightly different sorptivity value, which has an initial sorptivity of 9 x 10<sup>-3</sup> mm/s<sup>1/2</sup>, lower than the initial sorptivity of GPC2 and GPC3. However, GPC1 has a greater secondary sorptivity compared to other GPC mixtures. The secondary sorptivity of GPC is much lower than OPC with a very significant difference, except for GPC1. Because GPC1 has the lowest slag content, relatively less C-A-S-H gel is formed, which causes the concrete to be less dense. As a result, GPC1 has the highest secondary sorptivity when compared to other geopolymer concretes. The secondary sorptivity of GPC2, GPC3 and GPC4 is 3.0, 2.0, and 0.8 x 10<sup>-4</sup> mm/s<sup>1/2</sup>, respectively. Meanwhile, GPC1 has a secondary sorptivity of 12 x 10<sup>-4</sup> mm/s<sup>1/2</sup>, almost the same as the secondary sorptivity of OPC of 13 x 10<sup>-4</sup> mm/s<sup>1/2</sup>. Unfortunately, the coefficient of correlation of the GPC5 graph is less than 0.98, so it isn&#x2019;t possible to figure out its secondary sorptivity.</p>
				<p>The decline in sorptivity value as the slag content increases signifies that the inclusion of slag in the fly ash-based GPC mixture enhances the microstructural performance, which, in turn, makes the concrete last longer, in terms of water access so that the sorptivity value becomes low (<xref ref-type="bibr" rid="B28">28</xref>). The increase of slag will cause the formation of denser C-A-S-H gel with finer pore sizes, thereby preventing water from entering deeper into the concrete (<xref ref-type="bibr" rid="B18">18</xref>). In general, the presence of C-A-S-H and N-A-S-H gels in fly ash/slag concrete describes the beneficial behavior that occurs in this material. The formation of N-A-S-H gel during the geopolymerization process is instrumental in reducing the porosity of concrete. This gel fills the voids in the paste and interfaces between the paste and the aggregate, leading to a denser material. The C-A-S-H gel is associated with greater densification and compactness, due to the fact that fly ash/slag concrete has fewer porous capillaries or pores (<xref ref-type="bibr" rid="B9">9</xref>). In addition, the less porous matrix is also associated with a smaller slag particle size than the fly ash particles which develops a micro filler effect (<xref ref-type="bibr" rid="B22">22</xref>).</p>
				<p>As shown in <xref ref-type="fig" rid="f7">Figure 7(b)</xref>, the sorptivity coefficient exhibits an increase in conjunction with the rise in the Al/Bi ratio. This can be attributed to the higher volume of liquid present, which results in a more diluted mixture. After the concrete hardens, this dilution leads to the formation of additional capillary pores. The lowest initial sorptivity value of 8.1 x 10<sup>-3</sup> mm/s<sup>1/2</sup> was achieved at an Al/Bi ratio of 0.40, followed by Al/Bi ratios of 0.45 and 0.50, which yielded initial sorptivity values of 9.6 x 10<sup>-3</sup> mm/s<sup>1/2</sup> and 10.6 x 10<sup>-3</sup> mm/s<sup>1/2</sup>, respectively. When compared with the initial sorptivity of OPC, GPC has a lower value, but the difference is not significant. This indicates that GPC and OPC have almost the same ability to absorb water at the beginning of the period. In GPC, variations in the Al/Bi ratio have no effect on secondary sorptivity, whereas the three variations have the same secondary sorptivity. Meanwhile, the value of secondary sorptivity on GPC and OPC differs very significantly. The GPC with all variations of the Al/Bi ratio has a much lower secondary sorptivity of 2 x 10<sup>-4</sup> mm/s<sup>1/2</sup>, while the OPC is 13 x 10<sup>-4</sup> mm/s<sup>1/2</sup>. This is because GPC has fewer pores and a denser structure which is indicated by a lower rate of water absorption value than OPC, as seen in <xref ref-type="fig" rid="f6">Figure 6(b)</xref>.</p>
				<p>
					<xref ref-type="fig" rid="f7">Figure 7(c)</xref> illustrates the effect of the SS/SH ratio on the sorptivity coefficient. As the SS/SH ratio increases, the initial sorptivity decreases. This decrease was caused by the fact that the alkaline activator was mostly composed of sodium silicate which has a high viscosity. In the end, it leaves fewer pores after the concrete hardens. In addition, the smaller pores at high SS/SH ratios are because the increased silica amount produces denser polymerized gels with superior mechanical characteristics (<xref ref-type="bibr" rid="B45">45</xref>). In contrast, the secondary sorptivity shows a direct relationship with the SS/SH ratio. As the SS/SH ratio increases, the secondary sorptivity tends to increase as well, although the observed increase is not substantial. It is worth noting that all GPCs with varying SS/SH ratios exhibited lower initial and secondary sorptivity values compared to OPC. When the SS/SH ratio was 1.0, 1.5, and 2.0, the initial sorptivity value was 9.8, 9.6, and 7.2 x 10<sup>-3</sup> mm/s<sup>1/2</sup> and the secondary sorptivity was 2.0, 2.0, and 3.0 x 10<sup>-4</sup> mm/s<sup>1/2</sup>, respectively. The OPC has an initial and secondary sorptivity value of 10.6 x 10<sup>-3</sup> mm/s<sup>1/2</sup> and 13 x 10<sup>-4</sup> mm/s<sup>1/2</sup>, respectively.</p>
				<p>Based on the previous description, it can be seen that the sorptivity coefficient is closely related to the level of water absorption in concrete. The higher the water absorption level, the more the sorptivity coefficient increases. In general, GPC with low molarity SH (2M) and with variations in slag percentage, Al/Bi ratio, and SS/SH ratio has lower sorptivity than OPC. This shows that GPC has a lower rate of water absorption, which is related to the smaller number of pores. So it can be concluded that the sorptivity coefficient is directly proportional to the porosity of the concrete.</p>
			</sec>
			<sec id="sec3.3">
				<label>3.3.</label>
				<title>Chloride Permeability</title>
				<p>Through the RCPT test, the chloride permeability of GPC was evaluated, as illustrated by the total charge passed value in <xref ref-type="fig" rid="f8">Figure 8</xref>. To further ascertain the depth of chloride penetration, silver nitrate solution (AgNO<sub>3</sub>) was sprayed on the GPC surface, and the results of this test are displayed in <xref ref-type="fig" rid="f9">Figure 9</xref>.</p>
				<fig id="f8">
					<label>Figure 8</label>
					<caption>
						<title>Chloride permeability in GPC concrete with various variations (a) slag percentage (SS/SH ratio 1.5, Al/Bi ratio 0.45); (b) Al/Bi ratio (slag 30%, SS/SH ratio 1.5); and (c) SS/SH ratio (slag 30%, Al/Bi 0.45).</title>
					</caption>
					<graphic id="gra-8" xlink:href="MC-74-354-e343-gf8.png"/>
				</fig>
				<fig id="f9">
					<label>Figure 9</label>
					<caption>
						<title>The relationship between the depth of chloride penetration with variations (a) the percentage of slag (SS/SH ratio 1.5, Al/Bi ratio 0.45); (b) the Al/Bi ratio (slag 30%, SS/SH ratio 1.5); and (c) SS/SH ratio (slag 30%, Al/Bi 0.45).</title>
					</caption>
					<graphic id="gra-9" xlink:href="MC-74-354-e343-gf9.png"/>
				</fig>
				<p>As seen in <xref ref-type="fig" rid="f8">Figure 8(a)</xref>, when the proportion of slag increases as a replacement for fly ash, the chloride permeability of the GPC decreases. This is indicated by the smaller total charged passes. Mixes with slag content of 10%, 20%, 30%, 40%, and 50%, the total charged successively passed was 845.33 C, 739.80 C, 527.18 C, 438.08 C, and 379.13 C, respectively. The presence of calcium-based hydrated materials is responsible for the decreased chloride permeability as the percentage of slag increases, which form together with the geopolymer gel and produce a strong and compact microstructure, thus preventing the entry of chloride ions through pore capillaries. In addition, in the presence of slag, alumina and silica ions (which are very soluble and widely available) will be more easily soluble, thereby increasing the polycondensation mechanism (<xref ref-type="bibr" rid="B22">22</xref>). The matrix formed with a decrease in pore size diameter is also associated with a smaller slag particle size than fly ash particles, which develops a micro filler effect (<xref ref-type="bibr" rid="B23">23</xref>). The correlation between chloride ion penetration and other pore characteristics, such as tortuosity, is evident according to (<xref ref-type="bibr" rid="B18">18</xref>). When fly ash is replaced with slag, the tortuosity of the pore structure increases, which could be a major factor in the decrease of chloride penetration. According to the category in ASTM C 1202-12, all GPC mixtures with varying percentages of slag and OPC have chloride permeabilities in the very low category because they have total charged passes of less than 1000C.</p>
				<p>
					<xref ref-type="fig" rid="f8">Figure 8(b)</xref> shows that the Al/Bi ratio 0.45 produces the least chloride permeability, as indicated by the charged passed value of 527.18 C while the charged passed values of 0.40 and 0.50 Al/Bi ratios were 565.43 C and 628.43 C, respectively. The general trend is that higher Al/Bi ratios will lead to higher porosity and a higher rate of chloride penetration (<xref ref-type="bibr" rid="B47">47</xref>). However, as stated in the sub-discussion on porosity, at an Al/Bi ratio of 0.40, the amount of alkaline activator is insufficient for the geopolymerisation process to produce a geopolymeric structure with larger pores (<xref ref-type="bibr" rid="B28">28</xref>). Likewise, if the Al/Bi ratio increases from 0.45 to 0.50, the excess alkaline activator that is not used in the geopolymerisation process will leave pores with a larger size and volume. This condition causes higher chloride permeability.</p>
				<p>When the SS/SH ratio is increased, the chloride permeability is lessened, as illustrated in <xref ref-type="fig" rid="f8">Figure 8(c)</xref>. The highest total charged passed of 560.25 C was noted at SS/SH 1.0, followed by SS/SH 1.5 and SS/SH 2.0, with the total charged passed of 527.18 C and 353.03 C, respectively. At the same SS/SH ratio, the reduction in chloride permeability is in line with the decrease in porosity and sorptivity in concrete. This is because a high SS/SH ratio will increase the silica content and cause the gel to polymerize into a denser matrix, making the pores smaller. In GPC, with all variations of the SS/SH ratio and OPC, it has a very low chloride permeability category because it has a charged passed value of less than 1000 C. When compared to OPC, which has a total charged passed of 472.50 C, the mixture of GPC with slag percentages of 40%, 50%, and SS/SH ratio of 2.0 have lower chloride permeability.</p>
				<p>Based on <xref ref-type="fig" rid="f9">Figure 9</xref>, the depth of penetration of chloride at various percentages of slag, variations in Al/Bi ratios, and variations in SS/SH ratios is directly proportional to the value of porosity, rate of water absorption, and chloride permeability.</p>
				<p>As illustrated in <xref ref-type="fig" rid="f9">Figure 9(a)</xref>, an increase in slag content as a replacement for fly ash leads to a decrease in chloride penetration depth. The depth was found to be the greatest (31.5 mm) when 10% slag was used and the lowest (5.7 mm) when 50% slag was used. This phenomenon can be attributed to the dense matrix that slags with a high CaO content creates, resulting in a reduction in the size and number of the concrete pores. Subsequently, the slag in GPC promotes a lower amount of chloride attack since the chlorides penetrate concrete through capillary pores. When compared to OPC, GPC based on fly ash-slag has better durability in a chloride environment, as evidenced by a much lower depth of chloride penetration (OPC has a chloride penetration depth of 39.6 mm).</p>
				<p>The Al/Bi ratio that produced the lowest chloride penetration depth is 0.45, with a depth of 16.1 mm. At 0.40 and 0.50 ratios of Al/Bi, the GPC has chloride penetration depths of 24.6 mm and 18.0 mm, respectively, as shown in <xref ref-type="fig" rid="f9">Figure 9(b)</xref>. Meanwhile, <xref ref-type="fig" rid="f9">Figure 9(c)</xref> shows that geopolymer concrete with a minimum chloride penetration depth of 16.1 mm is noted at an SS/SH ratio of 1.5. The SS/SH ratios of 1.0 and 2.0 result in deeper penetration depths of 24.3 mm and 18.2 mm, respectively. Compared with OPC, which has a chloride penetration depth of 39.6 mm, GPC exhibits a much lower penetration depth for all variations of the Al/Bi ratio and SS/SH ratio. These levels of chloride penetration depth can be seen in <xref ref-type="fig" rid="f10">Figure 10</xref>.</p>
				<fig id="f10">
					<label>Figure 10</label>
					<caption>
						<title>Depth of chloride penetration in GPC1, GPC3, GPC5, GPC6, GPC7 and OPC.</title>
					</caption>
					<graphic id="gra-10" xlink:href="MC-74-354-e343-gf10.png"/>
				</fig>
				<p>The depth of chloride ion penetration in concrete relates to the amount and size of pores, water absorption, and the presence of external pressure. Based on the previous description, GPC with SH 2M molarity has fewer and smaller pores, as well as lower water absorption. As a result, GPC has a lower chloride ion penetration depth and greater resistance to chloride attack than OPC.</p>
			</sec>
		</sec>
		<sec id="sec4" sec-type="conclusions">
			<title>Conclusions</title>
			<p>In this paper, the results of the research are presented for the effect of low molarity SH (2M) with variations in slag percentages, variations in SS/SH ratios, and variations in Al/Bi ratios on porosity, sorptivity and chloride permeability in fly ash-slag-based GPC. Based on the results of the study it can be concluded that: </p>
			<list list-type="bullet">
				<list-item>
					<p>The higher the percentage of slag as a substitute for fly ash, and the higher the SS/SH ratio, the lower the porosity of the concrete. A slag content of 50% and SS/SH ratio of 2.0 resulted in the lowest porosities (7.53% and 7.65%, respectively). Meanwhile, the Al/Bi ratio that produces minimum porosity, is the Al/Bi ratio of 0.45 (8.82%). All GPC has lower porosity than OPC.</p>
				</list-item>
				<list-item>
					<p>Increasing the slag percentage and ratio of SS/SH reduces the level of water absorption and sorptivity. The lowest sorptivity was 6 x 10<sup>-3</sup> mm/s<sup>1/2</sup> and 7.2 x 10<sup>-3</sup> mm/s<sup>1/2</sup>, obtained at 50% slag content and an SS/SH ratio of 2.0. The increase in the Al/Bi ratio causes the sorptivity of concrete to increase. Meanwhile, the lowest water absorption rate was obtained at an Al/Bi ratio of 0.45. All variations of GPC mixes have lower levels of water absorption and sorptivity than OPC.</p>
				</list-item>
				<list-item>
					<p>The higher the slag percentage and ratio of SS/SH, the lower the chloride permeability. The lowest chloride permeability was obtained at 50% slag content and an SS/SH ratio of 2.0, with a total charged passed of 379.13 C and 352.03 C, respectively. The optimal Al/Bi ratio is 0.45, which produces the lowest total charged passed of 527.18 C.</p>
				</list-item>
				<list-item>
					<p>When compared to OPC, the mixture of GPC with slag percentage of 40%, 50%, and SS/SH ratio of 2.0 have lower chloride permeability. All mixtures, both GPC and OPC have chloride permeabilities in the very low category because they have total charged passes of less than 1000C.</p>
				</list-item>
				<list-item>
					<p>The lowest chloride penetration depth was obtained at a 50% slag content (GPC5) of 5.7 mm and the highest at a 10% slag content (GPC1) of 31.5 mm. All chloride penetration depths in GPC are lower than OPC, with a chloride penetration depth of 39.6 mm.</p>
				</list-item>
				<list-item>
					<p>The recommended proportions of fly ash-slag based GPC mixes with porosity, sorptivity, and chloride permeability lower than OPC are GPC4 (slag 40%, SS/SH ratio 1.5, Al/Bi ratio 0.45); GPC5 (slag 50%, SS/SH ratio 1.5, Al/Bi ratio 0.45); and GPC7 (slag 30%, SS/SH ratio 2.0, Al/Bi ratio 0.45).</p>
				</list-item>
			</list>
		</sec>
	</body>
	<back>
		<sec sec-type="data-availability" id="sec-02">
		<title>Data availability</title>
				<p>The data presented in this study are available on request from the corresponding author.</p>
		</sec>
		<ack>
			<title>Acknowledgments</title>
			<p>The authors are sincerely grateful to Kementerian Pendidikan, Kebudayaan, Riset dan Teknologi, Indonesia for funding research support; Universitas Sebelas Maret Surakarta, Indonesia for supporting laboratories and research equipment; Tanjung Jati B Power Plant, Jepara, Indonesia; PT. Krakatau Semen Indonesia, Cilegon, Indonesia; and PT. Panca Beton, Karanganyar, Indonesia to support research materials.</p>
		</ack>
		<sec sec-type="apoyo" id="sec-03">
		<title>Funding sources</title>
				<p>The research and publication of this paper have been made possible due to financial support from Direktorat Riset, Teknologi dan Pengabdian kepada Masyarakat, Direktorat Jenderal Pendidikan Tinggi, Riset dan Teknologi with Universitas Sebelas Maret, Contract Number: 673.1/UN27.22/PT.01.03/2022 and No. 096/E5/PG.02.00.PT/2022.</p>
		</sec>
		<sec sec-type="author-contributions">
		<title>Authorship contribution statement</title>
				<p><bold>Ernawati Sri Sunarsih</bold>: Conceptualization, Formal analysis, Methodology, Funding acquisition, Writing - original draft, Writing - review &amp; editing.</p>
				<p><bold>Sholihin As&#x2019;ad</bold>: Conceptualization, Methodology, Supervision, Validation.</p>
				<p><bold>Abdul Rahman Mohd Sam</bold>: Supervision, Validation, Writing - review &amp; editing.</p>
				<p><bold>Stefanus A. Kristiawan</bold>: Conceptualization, Methodology, Supervision, Validation, Writing - review &amp; editing, Fund raising.</p>
		</sec>
		<sec sec-type="transparency-statement" id="sec-01">
		<title>Declaration of competing interest</title>
				<p>The authors of this article declare that they have no financial, professional or personal conflicts of in-terest that could have inappropriately influenced this work.</p>
		</sec>
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