<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD with OASIS Tables with MathML3 v1.2d1 20130915//EN" "JATS-archive-oasis-article1.dtd"><!--Arbortext, Inc., 1988-2011, v.4002--><article article-type="research-article" xml:lang="en" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><front><journal-meta><journal-id journal-id-type="publisher-id">MMB</journal-id><journal-title-group><journal-title>Meat and Muscle Biology</journal-title></journal-title-group><issn pub-type="epub">2575-985X</issn><publisher><publisher-name>American Meat Science Association</publisher-name><publisher-loc/></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.22175/mmb.18928</article-id><article-id pub-id-type="publisher-id"/><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group></article-categories><title-group><article-title>Optimizing Sous Vide Cooking Temperature and Time for Beef Palatability</article-title><alt-title alt-title-type="right-running">Gonzalez et al.&#x02003;&#x02003;&#x02003;&#x02003;&#x02003;Sous vide cooking and beef palatability</alt-title></title-group><contrib-group><contrib contrib-type="author"><name><surname>Gonzalez</surname><given-names>Sara V.</given-names></name><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><name><surname>Thompson</surname><given-names>Tyler W.</given-names></name><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><name><surname>Geornaras</surname><given-names>Ifigenia</given-names></name><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><name><surname>Delmore</surname><given-names>Robert J.</given-names></name><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><name><surname>Scanga</surname><given-names>John A.</given-names></name><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author" corresp="yes"><name><surname>Nair</surname><given-names>Mahesh N.</given-names></name><xref ref-type="aff" rid="aff1"/><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><aff id="aff1">Department of Animal Sciences, <institution>Colorado State University</institution>, Fort Collins, CO 80523-1171, <country>USA</country></aff></contrib-group><author-notes><corresp id="cor1"><label><sup>*</sup></label>Corresponding author. Email: <email>mnair@colostate.edu</email> (Mahesh N. Nair)</corresp></author-notes><pub-date date-type="epub" publication-format="electronic"><day>00</day><month>00</month><year>0000</year></pub-date><volume>9</volume><issue>1</issue><fpage>1</fpage><lpage>11</lpage><history><date date-type="received"><day>06</day><month>01</month><year>2025</year></date><date date-type="accepted"><day>25</day><month>03</month><year>2025</year></date></history><permissions><copyright-statement>&#x000A9; 2025 Gonzalez, Thompson, Geornaras, Delmore, Scanga, Nair.</copyright-statement><copyright-year>2025</copyright-year><copyright-holder>&#x000A9; 2025 Gonzalez, Thompson, Geornaras, Delmore, Scanga, Nair.</copyright-holder><license license-type="open-access"><license-p>This is an open access article distributed under the CC BY license (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link>)</license-p></license></permissions><abstract><title>Abstract</title><p>This study evaluated the effect of sous vide cooking at different temperatures and dwell times (1A: 56.1&#x000B0;C and 71&#x000A0;min; 1B: 56.1&#x000B0;C and 150&#x000A0;min; 1C: 56.1&#x000B0;C and 240&#x000A0;min; 2A: 61.7&#x000B0;C and 8&#x000A0;min; 2B: 61.7&#x000B0;C and 150&#x000A0;min; 2C: 61.7&#x000B0;C and 240&#x000A0;min) on palatability of beef <italic>biceps femoris</italic>. Beef <italic>biceps femoris</italic> ([USDA] Choice) was sliced into 1.6-cm thick steaks, and multiple steaks were vacuum packaged as 4.5&#x000A0;kg bags and randomly assigned to one of the 6 treatments with 16 packages (<italic>n</italic>&#x02009;=&#x02009;16) per treatment. Cook loss during sous vide cooking was measured. Cooked steaks were used for internal cooked color measurement, Warner-Bratzler shear force (WBSF) evaluation, and trained sensory analysis. Data were analyzed using a complete randomized design in R. Cooking loss of samples increased as the temperature and dwell time combinations increased (<italic>P</italic>&#x02009;&#x0003C;&#x02009;0.05). On the other hand, the internal redness of steaks decreased (<italic>P</italic>&#x02009;&#x0003C;&#x02009;0.05) with increased temperature and dwell time. The 1C samples had numerically lower WBSF values and higher perceived tenderness scores (<italic>P</italic>&#x02009;&#x0003C;&#x02009;0.05) than the 2A samples. These results indicate that beef <italic>biceps femoris</italic> steaks can be cooked under the conditions examined in this study with minimal impact on palatability, allowing processors to optimize sous vide cooking parameters.</p></abstract><kwd-group><title>Key words:</title><kwd>beef <italic>biceps femoris</italic></kwd><kwd>cooked color</kwd><kwd>low-temperature long-time cooking</kwd><kwd>sensory</kwd><kwd>tenderness</kwd></kwd-group></article-meta></front><body><sec id="sec1"><title>Introduction</title><p>Consumers&#x02019; willingness to pay for beef is closely linked to eating satisfaction, which is influenced by overall palatability. Recent studies have reaffirmed that the key components of beef palatability are tenderness, juiciness, and flavor (<xref ref-type="bibr" rid="r37">O&#x02019;Quinn et&#x000A0;al., 2018</xref>; <xref ref-type="bibr" rid="r47">Smith and Carpenter, 1974</xref>). These attributes significantly impact consumer preferences and their willingness to pay more for higher-quality meat (<xref ref-type="bibr" rid="r26">Lyford et&#x000A0;al., 2010</xref>; <xref ref-type="bibr" rid="r38">Polkinghorne and Thompson, 2010</xref>). Beef tenderness has been widely recognized as a major determinant of overall eating satisfaction and consumer acceptability (<xref ref-type="bibr" rid="r28">Miller et&#x000A0;al., 2001</xref>; Shackelford et&#x000A0;al., 2001; <xref ref-type="bibr" rid="r29">Miller, 2020</xref>). The cooking method and muscle used can influence beef tenderness (<xref ref-type="bibr" rid="r33">Nair et&#x000A0;al., 2019</xref>; <xref ref-type="bibr" rid="r53">Vierck et&#x000A0;al., 2021</xref>). Typically, it is recommended to cook tough muscles at relatively low temperatures in moist environments (with humidity) for a long time to improve tenderness. Such moist heat cooking methods can reduce the amount of cooking loss (<xref ref-type="bibr" rid="r44">Rowe and Kerth, 2013</xref>), improve collagen solubility (<xref ref-type="bibr" rid="r11">Dominguez-Hernandez et&#x000A0;al., 2018</xref>), and directly impact juiciness (<xref ref-type="bibr" rid="r27">Maughan et&#x000A0;al., 2012</xref>). In addition to tenderness, beef flavor can be equally or even more important than tenderness for overall consumer eating satisfaction (<xref ref-type="bibr" rid="r37">O&#x02019;Quinn et&#x000A0;al., 2018</xref>; <xref ref-type="bibr" rid="r12">Felderhoff et&#x000A0;al., 2020</xref>; <xref ref-type="bibr" rid="r29">Miller, 2020</xref>), and can be influenced by many factors, including the cooking method (<xref ref-type="bibr" rid="r31">Miller et&#x000A0;al., 2022</xref>). Further, <xref ref-type="bibr" rid="r53">Vierck et&#x000A0;al. (2021)</xref> demonstrated that different dry heat finishing cookery methods following a moist heat preparation method significantly impact the flavor profile and consumer ratings of beef strip loin steaks, including tenderness.</p><p>One cooking method gaining popularity in the food service industry is sous vide, which involves vacuum sealing raw meat in a heat-stable package and immersing it in a water bath under controlled temperatures for an extended period (<xref ref-type="bibr" rid="r45">Schellekens, 1996</xref>). Sous vide cooking offers numerous advantages over conventional cooking methods, including precise temperature control, potential cost savings in labor and materials, and reduced cooking loss (<xref ref-type="bibr" rid="r4">Baldwin, 2012</xref>; <xref ref-type="bibr" rid="r20">James and Yang, 2012</xref>; <xref ref-type="bibr" rid="r43">Rold&#x000E1;n et&#x000A0;al., 2014</xref>; <xref ref-type="bibr" rid="r2">Alahakoon et&#x000A0;al., 2018</xref>; <xref ref-type="bibr" rid="r18">Ismail et&#x000A0;al., 2022</xref>; <xref ref-type="bibr" rid="r51">Thathsarani et&#x000A0;al., 2022</xref>). Additionally, several studies have demonstrated that the combination of low-temperature and extended-time use in sous vide can improve the tenderness and different sensory attributes of low-value or tougher meat cuts (<xref ref-type="bibr" rid="r32">Mortensen et&#x000A0;al., 2012</xref>; <xref ref-type="bibr" rid="r10">Christensen et&#x000A0;al., 2013</xref>; <xref ref-type="bibr" rid="r50">Sun et&#x000A0;al., 2019</xref>; <xref ref-type="bibr" rid="r6">Bhat et&#x000A0;al., 2020</xref>; <xref ref-type="bibr" rid="r35">Naqvi et&#x000A0;al., 2021b</xref>; <xref ref-type="bibr" rid="r36">Naqvi et&#x000A0;al., 2021c</xref>; <xref ref-type="bibr" rid="r14">G&#x000E1;mbaro et&#x000A0;al., 2023</xref>). Typical sous vide processing temperatures range from 50&#x000B0;C to 65&#x000B0;C (<xref ref-type="bibr" rid="r18">Ismail et&#x000A0;al., 2022</xref>). At these temperatures, collagen in meat begins to denature, converting it into gelatin, which may contribute to the increased tenderness (<xref ref-type="bibr" rid="r4">Baldwin, 2012</xref>). However, the effects of sous vide cooking on tenderness and collagen solubility vary based on the specific muscle used and the temperature&#x02013;time combination (<xref ref-type="bibr" rid="r4">Baldwin, 2012</xref>; <xref ref-type="bibr" rid="r39">Purslow, 2018</xref>; <xref ref-type="bibr" rid="r18">Ismail et&#x000A0;al., 2022</xref>). In addition to its culinary benefits, sous vide cooking is advantageous for enhancing the shelf life of cooked meat products by reducing microbial loads and limiting the risk of contamination after thermal processing (<xref ref-type="bibr" rid="r4">Baldwin, 2012</xref>; <xref ref-type="bibr" rid="r7">B&#x00131;y&#x00131;kl&#x00131; et&#x000A0;al., 2020</xref>; <xref ref-type="bibr" rid="r54">Yang et&#x000A0;al., 2020</xref>; <xref ref-type="bibr" rid="r16">Haghighi et&#x000A0;al., 2021</xref>; <xref ref-type="bibr" rid="r18">Ismail et&#x000A0;al., 2022</xref>; <xref ref-type="bibr" rid="r51">Thathsarani et&#x000A0;al., 2022</xref>).</p><p>In the U.S., the Food Safety and Inspection Service (FSIS) provides cooking guidelines for the safe production of ready-to-eat meat and poultry products in Appendix A (<xref ref-type="bibr" rid="r13">FSIS, 2021</xref>). When low temperatures are used, long dwell times are usually needed to achieve the lethality of certain pathogenic microorganisms (<xref ref-type="bibr" rid="r13">FSIS, 2021</xref>). <italic>Biceps femoris</italic> is a leaner and less tender muscle located in the beef round (<xref ref-type="bibr" rid="r48">Stolowski et&#x000A0;al., 2006</xref>) and is typically cooked using slow, moist heat cooking. However, there are only limited studies that have examined the impact of different sous vide temperature and time treatment combinations on the palatability of <italic>biceps femoris</italic>. Therefore, the objective of this study was to evaluate the palatability characteristics of beef <italic>biceps femoris</italic> following different sous vide temperature and time combinations. We hypothesized that increasing sous vide cooking temperature while reducing dwell time would maintain the palatability of beef <italic>biceps femoris</italic> steaks. This will enable food service processors to optimize cooking parameters without compromising the eating experience.</p></sec><sec id="sec2"><title>Materials and Methods</title><sec id="sec2.1"><title>Sample preparation and sous vide processing</title><p>The samples were processed in a commercial sous vide production facility according to standard industry practices. Previously vacuum packaged and aged (37 d postmortem) beef <italic>biceps femoris</italic> subprimals (USDA Choice) were sprayed with 875&#x000A0;mg/kg of sodium chlorite (Keeper Professional, Bio-Cide, Norman, OK, USA) as part of the standard operating procedure in the production facility. Each subprimal was then fabricated into 1.6-cm thick slices, following the processors&#x02019; specifications, using a vertical slicer (Graselli Model NSL600.BI). The sliced <italic>biceps femoris</italic> were weighed to a target weight of 4.5&#x000A0;kg using a scale (Rice Lake RLP-15S Versa-Portion scale; Model 115128), and packaged into thermal resistant bags (O<sub>2</sub> transmission 24&#x000A0;h/23&#x000B0;C 1.1 ss/sq. m, Winpak, Winnipeg, MB, Canada) and sealed using a Multivac R245 thermoforming machine (Multivac Sepp Haggenm&#x000FC;ller SE &#x00026; Co. KG, Wolfertschwenden, Germany). Each package represented one replicate, and 16 packages (<italic>n</italic>&#x02009;=&#x02009;16) were randomly assigned to one of 6 treatments (i.e.,&#x000A0;a total of 96 samples). Samples were cooked in custom-made sous vide tanks at the commercial production facility until they reached the target temperature (56.1&#x000B0;C [151&#x000A0;min] or 61.7&#x000B0;C [198&#x000A0;min]) and held for the specific dwell time assigned to each treatment (1A: 56.1&#x000B0;C and 71&#x000A0;min; 1B: 56.1&#x000B0;C and 150&#x000A0;min; 1C: 56.1&#x000B0;C and 240&#x000A0;min; 2A: 61.7&#x000B0;C and 8&#x000A0;min; 2B: 61.7&#x000B0;C and 150&#x000A0;min; 2C: 61.7&#x000B0;C and 240&#x000A0;min). Shorter times for each temperature used were selected based on Appendix A for minimum dwell time for lethality (i.e.,&#x000A0;71&#x000A0;min for 56.1&#x000B0;C and 8&#x000A0;min for 61.7&#x000B0;C; FSIS, 2021). After completion of each treatment dwell time, samples were chilled to &#x0003C;4&#x000B0;C in the custom-made sous vide tanks. Chilled packages were boxed and transported under refrigeration to the Department of Animal Sciences at Colorado State University. After arrival, samples were stored under refrigeration (3&#x000B0;C) until analysis.</p><p>Two randomly selected packages per treatment were evaluated each day over 8 d, resulting in all 16 packages per treatment being evaluated during the study. On each day, the package was weighed on a scale (CAS SW-1 Series, East Rutherford, NJ, USA), and the meat was aseptically removed from the package and placed in a sanitized bowl to obtain the weight of the meat without the packaging for determination of product cooking loss. Two 1.6-cm thick steaks from each package were randomly selected and cut in half for internal cooked color assessment. Additionally, 2 other steaks were randomly selected from each package, one for shear force and one for sensory analysis.</p></sec><sec id="sec2.2"><title>Cooking loss</title><p>Cooking loss for each sample was determined by taking the weight of the whole package (total weight), the weight of the meat without packaging (meat weight), and the weight of the dry package. The cooking loss was expressed as a percentage relative to total weight using the following formula: <disp-formula><mml:math display="block"><mml:mrow><mml:mrow other="silent"><mml:mo form="prefix">%</mml:mo><mml:mi>Cooking</mml:mi><mml:mtext>&#x02009;</mml:mtext><mml:mi>loss</mml:mi><mml:mo>=</mml:mo><mml:mo stretchy="false">[</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mi>total</mml:mi><mml:mtext>&#x02009;</mml:mtext><mml:mi>weight</mml:mi><mml:mo>&#x02212;</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mi>meat</mml:mi><mml:mtext>&#x02009;</mml:mtext><mml:mi>weight</mml:mi><mml:mo>+</mml:mo><mml:mi>package</mml:mi><mml:mtext>&#x02009;</mml:mtext><mml:mi>weight</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo stretchy="false">)</mml:mo><mml:mo stretchy="false">/</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mi>total</mml:mi><mml:mtext>&#x02009;</mml:mtext><mml:mi>weight</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo stretchy="false">]</mml:mo><mml:mo>&#x000D7;</mml:mo><mml:mn>100</mml:mn><mml:mo>.</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula></p></sec><sec id="sec2.3"><title>Internal cooked color evaluation</title><p>Samples designated for internal cooked color evaluation were cut in half and allowed to oxygenate for more than 3&#x000A0;min (<xref ref-type="bibr" rid="r5">Beyer et&#x000A0;al., 2024</xref>). The instrumental color measurements were obtained with a portable HunterLab MiniScan LabScan EZ4500 colorimeter (Hunter Associates Laboratory, Reston, VA, USA) equipped with a 12.5-mm measurement port (2.54-cm diameter aperture, illuminant A, and 10&#x000B0; standard observer). The instrument was standardized before each use, using standard tiles. Color measurements (3 technical replicate readings) for CIE <italic>L*</italic> (lightness), <italic>a*</italic> (redness), and <italic>b*</italic> (yellowness) were obtained from the internal section. The technical replicate readings were averaged for statistical analysis.</p></sec><sec id="sec2.4"><title>Warner-Bratzler shear force</title><p>Samples were randomly assigned for Warner-Bratzler shear force (WBSF) analysis using a modification of the American Meat Science Association (AMSA) guidelines (AMSA, 2015), considering the thickness of the steaks (1.6&#x000A0;cm). The samples were trimmed of visible connective tissue to expose muscle fiber orientation and cut into strips (1&#x000A0;cm<sup>2</sup>&#x02009;&#x000D7;&#x02009;cooked steak thickness) parallel to the muscle fiber. At least 6 strips from each sample were sheared once, perpendicular to the muscle fibers, using a universal testing machine (Instron Corp., Canton, MA, USA) fitted with a Warner-Bratzler shear head (crosshead speed: 200&#x000A0;mm/min, load cell capacity: 100&#x000A0;kg). Peak shear force was recorded, and values from the strips taken from each sample were averaged to obtain a single WBSF value for each sample. The average peak shear force of the strips was used for statistical analysis.</p></sec><sec id="sec2.5"><title>Trained sensory evaluation</title><p>The Colorado State University Institutional Review Board (IRB) reviewed the procedures (IRB#4408) used in this study. Each sample for sensory evaluation was identified with a random 3-digit number. The samples were randomly assigned to one of the 8 panels. In each panel session, 12 samples were evaluated per panelist, with 2 samples from each of the 6 sous vide cooking temperature and time combinations. Samples were also randomly assigned a serving order within each panel. Before evaluations, panelists were trained for 2 weeks with 5 training sessions per week to evaluate beef flavor, tenderness, juiciness, sourness, and metallic flavor on a 15-point continuous scale. Panel anchors for these attributes were trained with references set by Adhikari et&#x000A0;al. (<xref ref-type="bibr" rid="r1">2011</xref>) and the training specifications indicated in <xref ref-type="table" rid="tab1">Table&#x000A0;1</xref>. A score of zero indicated no beef flavor, no tenderness, no juiciness, no sour or metallic notes; a 6 indicated slightly intense beef flavor, slightly intense tenderness, slightly intense juiciness, slightly intense sour or metallic notes; a 10 indicated very intense beef flavor, very intense tenderness, very intense juiciness, very intense sour or metallic notes; and a 15 indicated extremely intense beef flavor, extremely intense tenderness, extremely intense juiciness, extremely intense sour or metallic notes. Each steak was evaluated by a trained sensory panel of at least 6 qualified panelists, and all data were collected using Qualtrics software (Provo, UT, USA) with a phone or laptop.</p><table-wrap id="tab1"><label>Table 1.</label><caption><p>Definitions and references for beef flavor attributes and intensities<xref ref-type="table-fn" rid="t1fn1"><sup>1</sup></xref></p></caption><table frame="hsides" rules="groups"><colgroup><col align="left"/><col align="left"/><col align="left"/></colgroup><thead><tr><th>Attribute</th><th align="center">Definition</th><th align="center">Reference</th></tr></thead><tbody><tr><td>Beef flavor</td><td>Amount of beef flavor identity in the sample</td><td>Swanson<sup>&#x000AE;</sup> beef broth&#x02009;=&#x02009;5.0 (aroma and flavor)<break/>80% lean ground beef&#x02009;=&#x02009;7.0 (aroma and flavor)<break/>Beef brisket&#x02009;=&#x02009;11.0 (aroma and flavor)</td></tr><tr><td>Tenderness</td><td>Refers to the ease perceived during masticating</td><td>9.0: Eye of round 160&#x000B0;F<break/>14.0: Tenderloin 150&#x000B0;F</td></tr><tr><td>Juiciness</td><td>Refers to the sensation produced by meats with higher levels of juices</td><td>2.0: Carrot<break/>8.0: Cucumber<break/>10.0: Apple<break/>15.0: Watermelon</td></tr><tr><td>Metallic</td><td>The impression of slightly oxidized metal, such as iron, copper, and silver spoons</td><td>USDA Choice strip steak&#x02009;=&#x02009;4.0 (aroma and flavor)<break/>Dole<sup>&#x000AE;</sup> canned pineapple juice&#x02009;=&#x02009;6.0 (aroma and flavor)</td></tr><tr><td>Sour</td><td>Fundamental taste factor associated with citric acid</td><td>0.015% citric acid solution&#x02009;=&#x02009;1.5 (flavor)<break/>0.050% citric acid solution&#x02009;=&#x02009;3.5 (flavor)</td></tr><tr><td>Flavor Intensities</td><td>Universal scale for flavor intensities</td><td>2.0: Soda flavor in saltine crackers<break/>5.0: Apple flavor in Motts<sup>&#x000AE;</sup> apple sauce<break/>10.0: Grape flavor in Welch&#x02019;s<sup>&#x000AE;</sup> grape juice<break/>12.0: Cinnamon flavor in Big Red<sup>&#x000AE;</sup> chewing gum</td></tr></tbody></table><table-wrap-foot><fn id="t1fn1"><label><sup>1</sup></label><p>Intensity scale: 0&#x02009;=&#x02009;none; 2&#x02009;=&#x02009;barely detectable; 4&#x02009;=&#x02009;identifiable but not very intense; 6&#x02009;=&#x02009;slightly intense; 8&#x02009;=&#x02009;moderately intense; 10&#x02009;=&#x02009;intense; 15&#x02009;=&#x02009;extremely intense.</p></fn></table-wrap-foot></table-wrap><p>Steaks were vacuum packaged and placed in a circulator water bath (Isotemp 6200 H24, Fisher Scientific, Waltham, MA, USA) set at 55&#x000B0;C for 30&#x000A0;min to reheat them. These samples were kept in the water bath (55&#x000B0;C) to maintain a temperate temperature throughout the sensory panel. Samples were cut into 1.9-cm<sup>2</sup> squares and served in the predetermined serving order. Panelists were provided unsalted saltine crackers (Nabisco Unsalted Tops Premium; Mondelez Global LLC, East Hanover, NJ, USA), deionized water, and unsweetened apple juice as palate cleansers and were instructed to use them between samples.</p></sec><sec id="sec2.6"><title>Statistical analysis</title><p>All statistical analyses were conducted in R statistical software version 4.0.3 (<xref ref-type="bibr" rid="r41">R Core Team, 2020</xref>). A complete randomized design was used to evaluate the effect of each treatment on quality and sensory attributes. The marginal means were calculated using the <italic>emmeans</italic> package (<xref ref-type="bibr" rid="r24">Lenth, 2020</xref>). The differences between means were reported using a significance level of &#x003B1;&#x02009;=&#x02009;0.05 with Tukey&#x02019;s multiple comparison adjustment.</p></sec></sec><sec id="sec3"><title>Results</title><sec id="sec3.1"><title>Cooking loss</title><p>The percentage of cooking loss by treatment (i.e.,&#x000A0;sous vide cooking temperature and dwell time) is shown in <xref ref-type="fig" rid="f1">Figure&#x000A0;1</xref>. The different cooking temperatures and dwell times affected cooking loss (<italic>P</italic>&#x02009;&#x0003C;&#x02009;0.0001). The cooking loss percentage increased as temperature and dwell time increased (<italic>P</italic>&#x02009;&#x0003C;&#x02009;0.0001). Specifically, samples from treatment 2C (61.7&#x000B0;C and 240&#x000A0;min) had the highest (<italic>P</italic>&#x02009;=&#x02009;0.0001) percentage of cooking loss (22.8%), whereas those from treatment 1A (56.1&#x000B0;C and 71&#x000A0;min) had the lowest (<italic>P</italic>&#x02009;=&#x02009;0.0001) percentage of cooking loss (14.5%). Within the 3 dwell times of the 56.1&#x000B0;C treatment, the percentage of cooking loss of samples with a dwell time of 150 and 240&#x000A0;min was similar (<italic>P</italic>&#x02009;=&#x02009;0.5019) but greater (<italic>P</italic>&#x02009;&#x0003C;&#x02009;0.05) than that of the 71&#x000A0;min dwell time samples; however, for those samples cooked at 61.7&#x000B0;C, as dwell time increased (8, 150, 240&#x000A0;min), cooking loss percentage increased (<italic>P</italic>&#x02009;&#x0003C;&#x02009;0.0001).</p><fig id="f1"><label>Figure 1.</label><caption><p>Effect of sous vide cooking temperature and dwell time (1A: 56.1&#x000B0;C and 71&#x000A0;min; 1B: 56.1&#x000B0;C and 150&#x000A0;min; 1C: 56.1&#x000B0;C and 240&#x000A0;min; 2A: 61.7&#x000B0;C and 8&#x000A0;min; 2B: 61.7&#x000B0;C and 150&#x000A0;min; 2C: 61.7&#x000B0;C and 240&#x000A0;min) on the percentage of cooking loss of <italic>biceps femoris</italic> steaks (<italic>n</italic>&#x02009;=&#x02009;16). Different letters (a&#x02013;e) indicate significant differences (<italic>P</italic>&#x02009;&#x0003C;&#x02009;0.05). Error bars represent the standard error of the mean.</p></caption><graphic xlink:href="1.png"/></fig></sec><sec id="sec3.2"><title>Internal cooked color</title><p>Internal cooked surface lightness (<italic>L*</italic>), redness (<italic>a*</italic>), and yellowness (<italic>b*</italic>) for all treatments are presented in <xref ref-type="table" rid="tab2">Table&#x000A0;2</xref>. No treatment effect was observed (<italic>P</italic>&#x02009;=&#x02009;0.4398) for <italic>L*</italic> values of samples. However, treatment influenced <italic>a*</italic> and <italic>b*</italic> values of the samples (<italic>P</italic>&#x02009;&#x0003C;&#x02009;0.05). In general, the internal surface redness (<italic>a*</italic> values; <xref ref-type="table" rid="tab2">Table&#x000A0;2</xref>) of samples decreased with an increase in temperature and dwell time. Specifically, samples cooked at 61.7&#x000B0;C had lower (<italic>P</italic>&#x02009;=&#x02009;0.0001) <italic>a*</italic> values than those cooked at 56.1&#x000B0;C, regardless of the dwell time. For samples cooked at 56.1&#x000B0;C, there was a gradual decrease in <italic>a*</italic> values with an increase in dwell time. Specifically, the 71-min dwell time samples (treatment 1A) had greater (<italic>P</italic>&#x02009;=&#x02009;0.0036) redness than the 240-min dwell time samples (treatment 1C). However, the 150-min dwell time samples (treatment 1B) had similar (<italic>P</italic>&#x02009;&#x02265;&#x02009;0.05) redness to both the 71-min and 240-min dwell time samples. Similar to surface redness, generally, the yellowness (<italic>b*</italic> values) of samples decreased (<italic>P</italic>&#x02009;=&#x02009;0.0001) as temperature and dwell time increased (<xref ref-type="table" rid="tab2">Table&#x000A0;2</xref>). Specifically, samples from treatments 2B and 2C had lower (<italic>P</italic>&#x02009;&#x0003C;&#x02009;0.05) <italic>b*</italic> values than those from treatments 1A and 1B, but similar (<italic>P</italic>&#x02009;&#x0003E;&#x02009;0.05) to those of treatment 1C, whereas 2A was lower (<italic>P</italic>&#x02009;=&#x02009;0.0132) than 1A.</p><table-wrap id="tab2"><label>Table 2.</label><caption><p>Effect of sous vide cooking temperature and dwell time on internal surface lightness (<italic>L*</italic> value), redness (<italic>a*</italic> value), and yellowness (<italic>b*</italic> value) of <italic>biceps femoris</italic> steaks (<italic>n</italic>&#x02009;=&#x02009;16)</p></caption><table frame="hsides" rules="groups"><colgroup><col align="left"/><col align="center"/><col align="char" char="."/><col align="char" char="."/><col align="char" char="."/><col align="center"/><col align="center"/><col align="center"/><col align="center"/></colgroup><thead><tr><th rowspan="2">Parameter</th><th colspan="6" align="center">Cook Temperature and Dwell Time Treatments</th><th rowspan="2">SEM</th><th rowspan="2"><italic>P</italic> Value</th></tr><tr><th>1A</th><th>1B</th><th>1C</th><th>2A</th><th>2B</th><th>2C</th></tr></thead><tbody><tr><td><italic>L*</italic></td><td>52.3<sup>a</sup></td><td>50.5<sup>a</sup></td><td>50.9<sup>a</sup></td><td>51.3<sup>a</sup></td><td>51.1<sup>a</sup></td><td>50.6<sup>a</sup></td><td>0.7</td><td>0.4398</td></tr><tr><td><italic>a*</italic></td><td>26.5<sup>a</sup></td><td>25.1<sup>ab</sup></td><td>23.3<sup>b</sup></td><td>20.3<sup>c</sup></td><td>19.2<sup>c</sup></td><td>18.8<sup>c</sup></td><td>0.6</td><td>&#x0003C;0.0001</td></tr><tr><td><italic>b*</italic></td><td>21.9<sup>a</sup></td><td>21.0<sup>ab</sup></td><td>19.7<sup>abc</sup></td><td>19.0<sup>bc</sup></td><td>18.4<sup>c</sup></td><td>18.3<sup>c</sup></td><td>0.6</td><td>0.0001</td></tr></tbody></table><table-wrap-foot><fn><p>1A: 56.1&#x000B0;C, 71&#x000A0;min; 1B: 56.1&#x000B0;C, 150&#x000A0;min; 1C: 56.1&#x000B0;C, 240&#x000A0;min; 2A: 61.7&#x000B0;C, 8&#x000A0;min; 2B: 61.7&#x000B0;C, 150&#x000A0;min; 2C: 61.7&#x000B0;C, 240&#x000A0;min; SEM: standard error of the mean.</p></fn><fn><label><sup>a&#x02013;c</sup></label><p>Least-squares means with different superscripts within a row are different (<italic>P</italic>&#x02009;&#x0003C;&#x02009;0.05).</p></fn></table-wrap-foot></table-wrap></sec><sec id="sec3.3"><title>WBSF</title><p>The WBSF values are shown in <xref ref-type="fig" rid="f2">Figure&#x000A0;2</xref>. No (<italic>P</italic>&#x02009;=&#x02009;0.0684) treatment effect was observed for the WBSF values of the steaks. The highest numerical WBSF value was 4.47&#x000A0;kg and the lowest was 3.64&#x000A0;kg for samples from treatments 1A and 1C, respectively.</p><fig id="f2"><label>Figure 2.</label><caption><p>Effect of sous vide cooking temperature and dwell time 1A: 56.1&#x000B0;C and 71&#x000A0;min; 1B: 56.1&#x000B0;C and 150&#x000A0;min; 1C: 56.1&#x000B0;C and 240&#x000A0;min; 2A: 61.7&#x000B0;C and 8&#x000A0;min; 2B: 61.7&#x000B0;C and 150&#x000A0;min; 2C: 61.7&#x000B0;C and 240&#x000A0;min) on WBSF (kg) of <italic>biceps femoris</italic> steaks (<italic>n</italic>&#x02009;=&#x02009;16). Error bars represent the standard error of the mean.</p></caption><graphic xlink:href="2.png"/></fig></sec><sec id="sec3.4"><title>Trained sensory evaluation</title><p>The results of trained sensory evaluation of the steaks for beef flavor, tenderness, juiciness, sourness, and metallic flavors is presented in <xref ref-type="table" rid="tab3">Table&#x000A0;3</xref>. The treatment effect was significant (<italic>P</italic>&#x02009;=&#x02009;0.0337) only for tenderness and juiciness. Tenderness scores for treatment 1C steaks were higher (<italic>P</italic>&#x02009;=&#x02009;0.0267) than those of treatment 2A steaks but were similar (<italic>P</italic>&#x02009;&#x02265;&#x02009;0.05) to the other treatments (1A, 1B, 2B, and 2C). Juiciness scores of treatments 1B and 1C steaks were higher (<italic>P</italic>&#x02009;&#x0003C;&#x02009;0.05) than 2A steaks; however, they were not different (<italic>P</italic>&#x02009;&#x02265;&#x02009;0.05) from treatments 1A, 2B, and 2C. All sample scores for sour and metallic flavors were below 2, described as &#x0201C;barely detectable,&#x0201D; irrespective of treatment.</p><table-wrap id="tab3"><label>Table 3.</label><caption><p>Effect of sous vide cooking temperature and dwell time on trained sensory panel attributes of <italic>biceps femoris</italic> steaks (<italic>n</italic>&#x02009;=&#x02009;16)</p></caption><table frame="hsides" rules="groups"><colgroup><col align="left"/><col align="char" char="."/><col align="char" char="."/><col align="char" char="."/><col align="char" char="."/><col align="char" char="."/><col align="char" char="."/><col align="center"/><col align="center"/></colgroup><thead><tr><th rowspan="2">Attribute</th><th colspan="6" align="center">Cook Temperature and Dwell Time Treatments</th><th rowspan="2">SEM</th><th rowspan="2"><italic>P</italic> Value</th></tr><tr><th>1A</th><th>1B</th><th>1C</th><th>2A</th><th>2B</th><th>2C</th></tr></thead><tbody><tr><td>Beef flavor<sup>1</sup></td><td>7.2<sup>a</sup></td><td>7.0<sup>a</sup></td><td>7.4<sup>a</sup></td><td>7.2<sup>a</sup></td><td>7.4<sup>a</sup></td><td>6.7<sup>a</sup></td><td>0.4</td><td>0.6055</td></tr><tr><td>Tenderness<sup>1</sup></td><td>10.2<sup>ab</sup></td><td>11.0<sup>ab</sup></td><td>11.4<sup>a</sup></td><td>9.1<sup>b</sup></td><td>11.0<sup>ab</sup></td><td>10.6<sup>ab</sup></td><td>0.5</td><td>0.0336</td></tr><tr><td>Juiciness<sup>1</sup></td><td>5.1<sup>ab</sup></td><td>5.9<sup>a</sup></td><td>6.4<sup>a</sup></td><td>4.4<sup>b</sup></td><td>5.8<sup>ab</sup></td><td>5.6<sup>ab</sup></td><td>0.4</td><td>0.0034</td></tr><tr><td>Sour<sup>1</sup></td><td>0.9<sup>a</sup></td><td>0.9<sup>a</sup></td><td>0.5<sup>a</sup></td><td>0.6<sup>a</sup></td><td>0.7<sup>a</sup></td><td>0.7<sup>a</sup></td><td>0.2</td><td>0.5320</td></tr><tr><td>Metallic<sup>1</sup></td><td>1.2<sup>a</sup></td><td>0.9<sup>a</sup></td><td>0.6<sup>a</sup></td><td>0.8<sup>a</sup></td><td>1.0<sup>a</sup></td><td>1.1<sup>a</sup></td><td>0.2</td><td>0.3129</td></tr></tbody></table><table-wrap-foot><fn><p>1A: 56.1&#x000B0;C, 71&#x000A0;min; 1B: 56.1&#x000B0;C, 150&#x000A0;min; 1C: 56.1&#x000B0;C, 240&#x000A0;min; 2A: 61.7&#x000B0;C, 8&#x000A0;min; 2B: 61.7&#x000B0;C, 150&#x000A0;min; 2C: 61.7&#x000B0;C, 240&#x000A0;min; SEM: standard error of the mean.</p></fn><fn><label><sup>1</sup></label><p>Intensity scale: 0&#x02009;=&#x02009;none; 2&#x02009;=&#x02009;barely detectable; 4&#x02009;=&#x02009;identifiable but not very intense; 6&#x02009;=&#x02009;slightly intense; 8&#x02009;=&#x02009;moderately intense; 10&#x02009;=&#x02009;intense; 15&#x02009;=&#x02009;extremely intense.</p></fn><fn><label><sup>a,b</sup></label><p>Least-squares means with different superscripts within a row are different (<italic>P</italic>&#x02009;&#x0003C;&#x02009;0.05).</p></fn></table-wrap-foot></table-wrap></sec></sec><sec id="sec4"><title>Discussion</title><p>Several studies have evaluated the effect of sous vide cooking on physicochemical and sensory characteristics of beef (<xref ref-type="bibr" rid="r32">Mortensen et&#x000A0;al., 2012</xref>; <xref ref-type="bibr" rid="r10">Christensen et&#x000A0;al., 2013</xref>; <xref ref-type="bibr" rid="r2">Alahakoon et&#x000A0;al., 2018</xref>; <xref ref-type="bibr" rid="r19">Ismail et&#x000A0;al., 2019</xref>; <xref ref-type="bibr" rid="r34">Naqvi et&#x000A0;al., 2021a</xref>; <xref ref-type="bibr" rid="r35">Naqvi et&#x000A0;al., 2021b</xref>; <xref ref-type="bibr" rid="r36">Naqvi et&#x000A0;al., 2021c</xref>; <xref ref-type="bibr" rid="r14">G&#x000E1;mbaro et&#x000A0;al., 2023</xref>). These studies have shown that sous vide cooking meat at low temperatures for an extended time could improve the sensory attributes of lower-quality meat muscles. However, results can vary with the cooking parameters (temperature and time) and the meat cut used. The current study assessed sensory characteristics, including cooking loss, internal cooked color, WBSF, and trained sensory evaluations of beef <italic>biceps femoris</italic> following sous vide cooking.</p><p>Cooking loss is of great economic importance to the food service industry since it indicates a reduction in yield and loss of moisture, which can change the textural quality of meat (<xref ref-type="bibr" rid="r40">Purslow et&#x000A0;al., 2016</xref>). During cooking, the water-holding capacity of proteins decreases due to protein degradation, which can result in water being expelled from the muscle (<xref ref-type="bibr" rid="r25">Lepetit et&#x000A0;al., 2000</xref>; <xref ref-type="bibr" rid="r23">Kondjoyan et&#x000A0;al., 2013</xref>). Slow-cooking conditions, such as sous vide, can minimize fluid loss, as meat is cooked in moist conditions (<xref ref-type="bibr" rid="r20">James and Yang, 2012</xref>; <xref ref-type="bibr" rid="r43">Rold&#x000E1;n et&#x000A0;al., 2014</xref>). As treatment temperature and time increased, an increase in percent cooking loss was observed in the current study (<xref ref-type="fig" rid="f1">Figure&#x000A0;1</xref>). These results are in agreement with previous studies that have also shown that, as the temperature and cooking time increase, the cooking loss percentage could also increase (<xref ref-type="bibr" rid="r52">Vaudagna et&#x000A0;al., 2002</xref>; <xref ref-type="bibr" rid="r15">Garc&#x000ED;a-Segovia et&#x000A0;al., 2007</xref>; <xref ref-type="bibr" rid="r9">Christensen et&#x000A0;al., 2011</xref>; <xref ref-type="bibr" rid="r42">Rold&#x000E1;n et&#x000A0;al., 2013</xref>; <xref ref-type="bibr" rid="r19">Ismail et&#x000A0;al., 2019</xref>; <xref ref-type="bibr" rid="r35">Naqvi et&#x000A0;al., 2021b</xref>; <xref ref-type="bibr" rid="r36">Naqvi et&#x000A0;al., 2021c</xref>). For example, <xref ref-type="bibr" rid="r36">Naqvi et&#x000A0;al. (2021c)</xref> evaluated the effect of sous vide cooking temperature (55&#x000B0;C, 65&#x000B0;C or 75&#x000B0;C) and time (1&#x000A0;h, 8&#x000A0;h, or 18&#x000A0;h) on cooking loss of beef <italic>biceps femoris</italic> and reported that as cooking temperature and time increased, cooking loss increased. Similarly, in the current study, samples from treatment 1A, cooked at the lowest temperature and with the shortest dwell time at that temperature, had lower (<italic>P</italic>&#x02009;&#x0003C;&#x02009;0.05) cooking loss compared with all other treatments. On the other hand, samples from treatment 2C, cooked at the highest temperature and for the longest dwell time, had the greatest (<italic>P</italic>&#x02009;&#x0003C;&#x02009;0.05) cooking loss.</p><p>The internal color of cooked beef is an indicator of its degree of doneness, which is dependent on the highest internal temperature reached (<xref ref-type="bibr" rid="r4">Baldwin, 2012</xref>; <xref ref-type="bibr" rid="r18">Ismail et&#x000A0;al., 2022</xref>). Myoglobin is the main protein responsible for both fresh and cooked meat color (<xref ref-type="bibr" rid="r49">Suman et&#x000A0;al., 2016</xref>). The brown color formed in cooked meat results from myoglobin denaturation due to an increase in temperature. In general, during sous vide cooking, the cooking temperature will play a more prominent role than the cooking time when evaluating the changes in color (<xref ref-type="bibr" rid="r18">Ismail et&#x000A0;al., 2022</xref>). In the current study, the <italic>a*</italic> (redness) and <italic>b*</italic> (yellowness) values of cooked steaks were influenced by treatment, whereas <italic>L*</italic> values (lightness) were not affected by the treatments evaluated (<xref ref-type="table" rid="tab2">Table&#x000A0;2</xref>). On the contrary, previous studies have reported either an increase or a decrease in <italic>L*</italic> values of sous vide cooked meat with different cooking temperatures and times (<xref ref-type="bibr" rid="r15">Garc&#x000ED;a-Segovia et&#x000A0;al., 2007</xref>; <xref ref-type="bibr" rid="r42">Rold&#x000E1;n et&#x000A0;al., 2013</xref>; <xref ref-type="bibr" rid="r2">Alahakoon et&#x000A0;al., 2018</xref>). For example, <xref ref-type="bibr" rid="r2">Alahakoon et&#x000A0;al. (2018)</xref> observed a decrease in <italic>L*</italic> value of beef <italic>deep pectoralis</italic> samples when temperature increased (60, 65, and 70&#x000B0;C), whereas an increase in <italic>L*</italic> value was observed when cooking time increased (24, 48, and 72&#x000A0;h) within the same temperature. This difference in <italic>L*</italic> observed between our study and previous studies might be due to the difference in the muscle type, which could be more influential than cooking time or temperature (<xref ref-type="bibr" rid="r18">Ismail et&#x000A0;al., 2022</xref>).</p><p>In the current study, the internal cooked redness (<italic>a*</italic>) of samples cooked at the highest temperature was lower than those cooked at the lowest temperature. Additionally, internal <italic>a*</italic> values of samples cooked at 56.1&#x000B0;C decreased as treatment dwell time increased (<xref ref-type="table" rid="tab2">Table&#x000A0;2</xref>). Typically, when the temperature rises, myoglobin denaturation increases (<xref ref-type="bibr" rid="r22">King and Whyte, 2006</xref>). However, the thermal denaturation rate also depends on the myoglobin redox form (<xref ref-type="bibr" rid="r17">Hunt et&#x000A0;al., 1999</xref>). Since the internal cooked color of vacuum-packaged steaks was evaluated in the current study, myoglobin in the steak interior could be in the deoxymyoglobin form (the predominant redox form in vacuum-packaged meat) during the thermal processing, which is the least sensitive among the myoglobin redox forms to heat denaturation (<xref ref-type="bibr" rid="r17">Hunt et&#x000A0;al., 1999</xref>; <xref ref-type="bibr" rid="r22">King and Whyte, 2006</xref>). This could lead to the higher <italic>a*</italic> values observed in steaks cooked at 56.1&#x000B0;C compared to 61.7&#x000B0;C. Even at 61.7&#x000B0;C, there was relatively high redness because while myoglobin denaturation starts at 55&#x000B0;C, deoxymyoglobin is not fully denatured until 75&#x000B0;C (<xref ref-type="bibr" rid="r17">Hunt et&#x000A0;al., 1999</xref>). In agreement with these results, <xref ref-type="bibr" rid="r19">Ismail et&#x000A0;al. (2019</xref>) reported that beef <italic>semitendinosus</italic> steaks sous vide cooked for a shorter time (6&#x000A0;h) at a lower temperature (60&#x000B0;C) had a higher internal surface redness than those samples cooked at the same temperature for 12&#x000A0;h or at higher temperatures (65&#x000B0;C, 70&#x000B0;C, and 75&#x000B0;C). Furthermore, <xref ref-type="bibr" rid="r14">G&#x000E1;mbaro et&#x000A0;al. (2023)</xref> evaluated the interior color of beef hind shank sous vide cooked at different temperatures (55&#x000B0;C and 65&#x000B0;C) and times (5&#x000A0;h, 8&#x000A0;h, 12&#x000A0;h, and 24&#x000A0;h). These authors reported that the <italic>a*</italic> values of samples cooked at 55&#x000B0;C decreased with an increase in cooking time and were higher than all samples cooked at 65&#x000B0;C, regardless of the cooking time (<xref ref-type="bibr" rid="r14">G&#x000E1;mbaro et&#x000A0;al., 2023</xref>). Similar observations were also reported by <xref ref-type="bibr" rid="r52">Vaudagna et&#x000A0;al. (2002)</xref> for beef <italic>semitendinosus</italic> sous vide cooked at 50&#x000B0;C, 60&#x000B0;C, or 65&#x000B0;C up to 390&#x000A0;min, and <xref ref-type="bibr" rid="r42">Rold&#x000E1;n et&#x000A0;al. (2013)</xref> for lamb loins sous vide cooked at 60&#x000B0;C, 70&#x000B0;C, or 80&#x000B0;C for 6&#x000A0;h, 12&#x000A0;h, or 24&#x000A0;h; however, these studies showed no significant changes in the redness of samples held for a longer time at the same temperature, which could be due to the different muscles used.</p><p>The WBSF values of steaks were similar regardless of the cooking treatment, even though there were some numerical differences between the treatments in the current study (<xref ref-type="fig" rid="f2">Figure&#x000A0;2</xref>). This lack of statistical difference could be due to the relatively large variation within samples (standard deviation ranged from 0.7 to 1.3) for the <italic>biceps femoris</italic> muscle. One of the key advantages of sous vide cooking is the improvement in tenderness of low-value tougher muscle cuts (<xref ref-type="bibr" rid="r2">Alahakoon et&#x000A0;al., 2018</xref>; <xref ref-type="bibr" rid="r19">Ismail et&#x000A0;al., 2019</xref>). Several previous studies have found significant changes in WBSF values of beef muscles depending on cooking temperature and time (<xref ref-type="bibr" rid="r52">Vaudagna et&#x000A0;al., 2002</xref>; <xref ref-type="bibr" rid="r10">Christensen et&#x000A0;al., 2013</xref>; <xref ref-type="bibr" rid="r2">Alahakoon et&#x000A0;al., 2018</xref>; <xref ref-type="bibr" rid="r19">Ismail et&#x000A0;al., 2019</xref>; <xref ref-type="bibr" rid="r6">Bhat et&#x000A0;al., 2020</xref>; <xref ref-type="bibr" rid="r34">Naqvi et&#x000A0;al., 2021a</xref>; <xref ref-type="bibr" rid="r35">Naqvi et&#x000A0;al., 2021b</xref>; <xref ref-type="bibr" rid="r36">Naqvi et&#x000A0;al., 2021c</xref>; <xref ref-type="bibr" rid="r21">Karki et&#x000A0;al., 2022</xref>; <xref ref-type="bibr" rid="r14">G&#x000E1;mbaro et&#x000A0;al., 2023</xref>). This improvement is attributed to the breakdown of connective tissue as a result of protein denaturation or collagen solubilization caused by prolonged heating (<xref ref-type="bibr" rid="r11">Dominguez-Hernandez et&#x000A0;al., 2018</xref>).</p><p>Beef palatability is of great importance when evaluating cooking methods, and it is generally attributed to juiciness, tenderness, and flavor (<xref ref-type="bibr" rid="r47">Smith and Carpenter, 1974</xref>). In this study, trained panelists assessed the intensity of beef flavor, tenderness, juiciness, and the presence of sour and metallic flavors in beef samples. The results indicated that the different treatments did not significantly affect the intensity of beef, sour, and metallic flavors in the steaks. The similar scores in flavor attributes across treatments could be attributed to the low-temperature moist cooking method, which likely does not induce substantial differences in flavor profiles compared to dry heat methods (<xref ref-type="bibr" rid="r30">Miller et&#x000A0;al., 2019</xref>; <xref ref-type="bibr" rid="r53">Vierck et&#x000A0;al, 2021</xref>). Furthermore, all products in this study were of the same quality grade (USDA Choice) and were uniformly wet-aged. Similarly, <xref ref-type="bibr" rid="r35">Naqvi et&#x000A0;al. (2021b)</xref> evaluated the beef flavor and metallic flavor of <italic>biceps femoris</italic> steaks sous vide cooked at 65&#x000B0;C for 8&#x000A0;h or 12&#x000A0;h using trained panels and reported no differences between the treatments.</p><p>Tenderness is of great importance in overall eating satisfaction and consumers&#x02019; acceptability of beef (<xref ref-type="bibr" rid="r28">Miller et&#x000A0;al., 2001</xref>; Shackelford et&#x000A0;al., 2001). In the current study, the highest tenderness score was for samples from treatment 1C (56.1&#x000B0;C and 240&#x000A0;min), which agrees with the WBSF results. Likewise, <xref ref-type="bibr" rid="r35">Naqvi et&#x000A0;al. (2021b)</xref> observed an increased tenderness rating of beef samples cooked for 12&#x000A0;h compared to those cooked for 8&#x000A0;h at 65&#x000B0;C. <xref ref-type="bibr" rid="r32">Mortensen et&#x000A0;al. (2012)</xref> also reported an increase in tenderness scores with longer cook time (3&#x000A0;h, 6&#x000A0;h, 9&#x000A0;h, or 12&#x000A0;h) for <italic>semitendinosus</italic> from young Holstein bulls (12&#x02013;13 months) sous vide cooked at different temperatures (56&#x000B0;C, 58&#x000B0;C, and 60&#x000B0;C) with the highest rating observed for those samples cooked at 56&#x000B0;C for 12&#x000A0;h. Additionally, <xref ref-type="bibr" rid="r14">G&#x000E1;mbaro et&#x000A0;al. (2023)</xref> reported that the tenderness scores within the same temperature increased as cooking time (5&#x000A0;h, 8&#x000A0;h, 12&#x000A0;h, or 24&#x000A0;h) increased, with samples cooked for 24&#x000A0;h at 55&#x000B0;C and 65&#x000B0;C having the highest rating. However, there was no difference in tenderness within a temperature in the current study, and differences between results could be due to differences in the beef cuts used (shank vs. <italic>biceps femoris</italic> in the current study) and the cooking conditions.</p><p>Juiciness is an essential sensory attribute positively correlated with consumer preference, and it is defined as the sensation produced by meats with higher levels of juices (<xref ref-type="bibr" rid="r27">Maughan et&#x000A0;al., 2012</xref>). Similar to the tenderness scores, there were only minor differences in the juiciness among the treatments, with samples from treatment 1C (56.1&#x000B0;C and 240&#x000A0;min) having the highest score. However, the juiciness score from the treatment 1C samples was statistically different only from the 2A (61.7&#x000B0;C and 8&#x000A0;min) samples. This contrasts with the cooking loss results (<xref ref-type="fig" rid="f1">Figure&#x000A0;1</xref>), in which an increase in cooking loss was observed as the treatment temperature and time increased. These results, where perceived juiciness increased as perceived tenderness increased, could be due to the halo effect of tenderness and the correlation between these sensory attributes (<xref ref-type="bibr" rid="r29">Miller, 2020</xref>). Similarly, <xref ref-type="bibr" rid="r35">Naqvi et&#x000A0;al. (2021b)</xref> found no differences in the juiciness rating of beef <italic>biceps femoris</italic> samples cooked at 65&#x000B0;C for 8&#x000A0;h or 12&#x000A0;h. On the other hand, <xref ref-type="bibr" rid="r14">G&#x000E1;mbaro et&#x000A0;al. (2023)</xref> observed a numerical increase in juiciness when cooking time increased for those samples cooked at 55&#x000B0;C. However, samples cooked at 65&#x000B0;C had lower juiciness scores than those cooked at 55&#x000B0;C.</p></sec><sec id="sec5"><title>Conclusions</title><p>Cooking loss, tenderness, and flavor are critical factors when evaluating different sous vide cooking temperatures and times. In the current study, the cooking loss increased while the internal surface redness decreased with an increase in sous vide temperature and time. There was no difference in WBSF between the treatments, whereas samples from treatment 1C (56.1&#x000B0;C and 240&#x000A0;min) had higher perceived tenderness scores than treatment 2A (61.7&#x000B0;C and 8&#x000A0;min) samples. Moreover, no off-flavor (sour or metallic) was detected with any cooking temperature&#x02013;time combinations. These results suggest that sous vide processors could alter the cooking temperatures without negatively affecting palatability. However, it is essential to consider the cooking loss associated with temperature&#x02013;time combinations. Overall, the result of this study provides food service processors an option to have flexibility in cooking times, allowing them to optimize production efficiency and energy usage. Although this study focused on <italic>biceps femoris,</italic> future studies should investigate other tough, low-value muscles, and explore additional cooking time-temperature combinations.</p></sec></body><back><ack><title>Acknowledgments</title><p>The authors would like to acknowledge Colorado Premium for providing research funding and support. This work was also partially supported by the USDA National Institute of Food and Agriculture, Multi-State Hatch project COL00276B (W5177). The use of trade names in this publication does not imply endorsement or criticism by Colorado State University of those or similar products not mentioned.</p></ack><sec id="sec6"><title>Conflicts of Interest</title><p>The authors declare that there is no conflict of interest.</p></sec><sec id="sec7"><title>Author Contributions</title><p>Sara V. Gonzalez: methodology, formal analysis, writing, original draft preparation, visualization. Tyler W. Thompson: methodology. Ifigenia Geornaras: methodology, writing, review, and editing. Robert J. Delmore: methodology. John A. Scanga: conceptualization, funding acquisition, supervision. Mahesh N Nair: conceptualization, funding acquisition, writing, review, editing, supervision, project administration.</p></sec><ref-list><title>Literature Cited</title><ref id="r1"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Adhikari</surname>, <given-names>K.</given-names></string-name>, <string-name><given-names>E.</given-names> <surname>Chambers</surname> <suffix>IV</suffix></string-name>, <string-name><given-names>R.</given-names> <surname>Miller</surname></string-name>, <string-name><given-names>L.</given-names> <surname>Vazquez-Araujo</surname></string-name>, <string-name><given-names>N.</given-names> <surname>Bhumiratana</surname></string-name>, and <string-name><given-names>C.</given-names> <surname>Philip</surname></string-name></person-group>. <year>2011</year>. <article-title>Development of a lexicon for beef flavor in intact muscle</article-title>. <source>J. Sens. Stud</source>. <volume>26</volume>:<fpage>413</fpage>&#x02013;<lpage>420</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1111/j.1745-459X.2011.00356.x</pub-id></mixed-citation></ref><ref id="r2"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Alahakoon</surname>, <given-names>A. U.</given-names></string-name>, <string-name><given-names>I.</given-names> <surname>Oey</surname></string-name>, <string-name><given-names>P.</given-names> <surname>Bremer</surname></string-name>, and <string-name><given-names>P.</given-names> <surname>Silcock</surname></string-name></person-group>. <year>2018</year>. <article-title>Optimization of sous vide processing parameters for pulsed electric fields treated beef briskets</article-title>. <source>Food Bioprocess Tech</source>. <volume>11</volume>:<fpage>2055</fpage>&#x02013;<lpage>2066</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1007/s11947-018-2155-9</pub-id></mixed-citation></ref><ref id="r3"><mixed-citation publication-type="book"><collab>American Meat Science Association (AMSA)</collab>. <year>2015</year>. <chapter-title>Research guidelines for cookery, sensory evaluation, and instrumental tenderness measurements of meat</chapter-title>. Version 2.0. <source>Am. Meat Sci</source>. <publisher-name>Assoc</publisher-name>. <publisher-loc>Champaign, IL</publisher-loc>.</mixed-citation></ref><ref id="r4"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Baldwin</surname>, <given-names>D. E</given-names></string-name></person-group>. <year>2012</year>. <article-title>Sous vide cooking: A review</article-title>. <source>International Journal of Gastronomy and Food Science</source> <volume>1</volume>:<fpage>15</fpage>&#x02013;<lpage>30</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.ijgfs.2011.11.002</pub-id></mixed-citation></ref><ref id="r5"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Beyer</surname>, <given-names>E. S.</given-names></string-name>, <string-name><given-names>L. K.</given-names> <surname>Decker</surname></string-name>, <string-name><given-names>E. G.</given-names> <surname>Kidwell</surname></string-name>, <string-name><given-names>A. L.</given-names> <surname>McGinn</surname></string-name>, <string-name><given-names>M. D.</given-names> <surname>Chao</surname></string-name>, <string-name><given-names>M. D.</given-names> <surname>Zumbaugh</surname></string-name>, <string-name><given-names>J. L.</given-names> <surname>Vipham</surname></string-name>, and <string-name><given-names>T. G.</given-names> <surname>O&#x02019;Quinn</surname></string-name></person-group>. <year>2024</year>. <article-title>Evaluation of fresh and frozen beef strip loins of equal aging periods for palatability traits</article-title>. <source>Meat Muscle Biol</source>. <volume>8</volume>:<issue>16903</issue>, <fpage>1</fpage>&#x02013;<lpage>13</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.22175/mmb.16903</pub-id></mixed-citation></ref><ref id="r6"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Bhat</surname>, <given-names>Z. F.</given-names></string-name>, <string-name><given-names>J. D.</given-names> <surname>Morton</surname></string-name>, <string-name><given-names>X.</given-names> <surname>Zhang</surname></string-name>, <string-name><given-names>S. L.</given-names> <surname>Mason</surname></string-name>, and <string-name><given-names>A. E.-D. A.</given-names> <surname>Bekhit</surname></string-name></person-group>. <year>2020</year>. <article-title>Sous-vide cooking improves the quality and in-vitro digestibility of semitendinosus from culled dairy cows</article-title>. <source>Food Res. Int</source>. <volume>127</volume>:<fpage>108708</fpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.foodres.2019.108708</pub-id></mixed-citation></ref><ref id="r7"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>B&#x00131;y&#x00131;kl&#x00131;</surname>, <given-names>M.</given-names></string-name>, <string-name><given-names>A.</given-names> <surname>Ako&#x0011F;lu</surname></string-name>, <string-name><given-names>&#x0015E;.</given-names> <surname>Kurhan</surname></string-name>, and <string-name><given-names>&#x00130;. T.</given-names> <surname>Ako&#x0011F;lu</surname></string-name></person-group>. <year>2020</year>. <article-title>Effect of different sous vide cooking temperature-time combinations on the physicochemical, microbiological, and sensory properties of turkey cutlet</article-title>. <source>International Journal of Gastronomy and Food Science</source> <volume>20</volume>:<fpage>100204</fpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.ijgfs.2020.100204</pub-id></mixed-citation></ref><ref id="r9"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Christensen</surname>, <given-names>L.</given-names></string-name>, <string-name><given-names>P.</given-names> <surname>Ertbjerg</surname></string-name>, <string-name><given-names>M. D.</given-names> <surname>Aaslyng</surname></string-name>, and <string-name><given-names>M.</given-names> <surname>Christensen</surname></string-name></person-group>. <year>2011</year>. <article-title>Effect of prolonged heat treatment from 48&#x000B0;C to 63&#x000B0;C on toughness, cooking loss and color of pork</article-title>. <source>Meat Sci</source>. <volume>88</volume>:<fpage>280</fpage>&#x02013;<lpage>285</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.meatsci.2010.12.035</pub-id></mixed-citation></ref><ref id="r10"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Christensen</surname>, <given-names>L.</given-names></string-name>, <string-name><given-names>P.</given-names> <surname>Ertbjerg</surname></string-name>, <string-name><given-names>H.</given-names> <surname>L&#x000F8;je</surname></string-name>, <string-name><given-names>J.</given-names> <surname>Risbo</surname></string-name>, <string-name><given-names>F. W. J.</given-names> <surname>van den Berg</surname></string-name>, and <string-name><given-names>M.</given-names> <surname>Christensen</surname></string-name></person-group>. <year>2013</year>. <article-title>Relationship between meat toughness and properties of connective tissue from cows and young bulls heat treated at low temperatures for prolonged times</article-title>. <source>Meat Sci</source>. <volume>93</volume>:<fpage>787</fpage>&#x02013;<lpage>795</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.meatsci.2012.12.001</pub-id></mixed-citation></ref><ref id="r11"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Dominguez-Hernandez</surname>, <given-names>E.</given-names></string-name>, <string-name><given-names>A.</given-names> <surname>Salaseviciene</surname></string-name>, and <string-name><given-names>P.</given-names> <surname>Ertbjerg</surname></string-name></person-group>. <year>2018</year>. <article-title>Low-temperature long-time cooking of meat: Eating quality and underlying mechanisms</article-title>. <source>Meat Sci</source>. <volume>143</volume>:<fpage>104</fpage>&#x02013;<lpage>113</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.meatsci.2018.04.032</pub-id></mixed-citation></ref><ref id="r12"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Felderhoff</surname>, <given-names>C.</given-names></string-name>, <string-name><given-names>C.</given-names> <surname>Lyford</surname></string-name>, <string-name><given-names>J.</given-names> <surname>Malaga</surname></string-name>, <string-name><given-names>R.</given-names> <surname>Polkinghorne</surname></string-name>, <string-name><given-names>C.</given-names> <surname>Brooks</surname></string-name>, <string-name><given-names>A.</given-names> <surname>Garmyn</surname></string-name>, and <string-name><given-names>M.</given-names> <surname>Miller</surname></string-name></person-group>. <year>2020</year>. <article-title>Beef quality preferences: Factors driving consumer satisfaction</article-title>. <source>Foods</source>. <volume>9</volume>:<fpage>289</fpage>. <pub-id pub-id-type="doi">https://doi.org/10.3390/foods9030289</pub-id></mixed-citation></ref><ref id="r13"><mixed-citation publication-type="other"><collab>Food Safety and Inspection Service (FSIS)</collab>. <year>2021</year>. FSIS Cooking guideline for meat and poultry products (Revised Appendix A). <ext-link ext-link-type="uri" xlink:href="https://www.fsis.usda.gov/sites/default/files/media_file/2021-12/Appendix-A.pdf">https://www.fsis.usda.gov/sites/default/files/media_file/2021-12/Appendix-A.pdf</ext-link> (Accessed June 5, 2023)</mixed-citation></ref><ref id="r14"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>G&#x000E1;mbaro</surname>, <given-names>A.</given-names></string-name>, <string-name><given-names>L. A.</given-names> <surname>Panizzolo</surname></string-name>, <string-name><given-names>N.</given-names> <surname>Hodos</surname></string-name>, <string-name><given-names>G.</given-names> <surname>da Rosa</surname></string-name>, <string-name><given-names>S.</given-names> <surname>Barrios</surname></string-name>, <string-name><given-names>G.</given-names> <surname>Garmendia</surname></string-name>, <string-name><given-names>C.</given-names> <surname>Gago</surname></string-name>, and <string-name><given-names>J.</given-names> <surname>Mart&#x000ED;nez-Monz&#x000F3;</surname></string-name></person-group>. <year>2023</year>. <article-title>Influence of temperature and time in sous-vide cooking on physicochemical and sensory parameters of beef shank cuts</article-title>. <source>International Journal of Gastronomy and Food Science</source> <volume>32</volume>:<fpage>100701</fpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.ijgfs.2023.100701</pub-id></mixed-citation></ref><ref id="r15"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Garc&#x000ED;a-Segovia</surname>, <given-names>P.</given-names></string-name>, <string-name><given-names>A.</given-names> <surname>Andr&#x000E9;s-Bello</surname></string-name>, and <string-name><given-names>J.</given-names> <surname>Mart&#x000ED;nez-Monz&#x000F3;</surname></string-name></person-group>. <year>2007</year>. <article-title>Effect of cooking method on mechanical properties, color and structure of beef muscle (<italic>M. pectoralis</italic>)</article-title>. <source>J. Food Eng</source>. <volume>80</volume>:<fpage>813</fpage>&#x02013;<lpage>821</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.jfoodeng.2006.07.010</pub-id></mixed-citation></ref><ref id="r16"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Haghighi</surname>, <given-names>H.</given-names></string-name>, <string-name><given-names>A. M.</given-names> <surname>Belmonte</surname></string-name>, <string-name><given-names>F.</given-names> <surname>Masino</surname></string-name>, <string-name><given-names>G.</given-names> <surname>Minelli</surname></string-name>, <string-name><given-names>D. P.</given-names> <surname>Lo Fiego</surname></string-name>, and <string-name><given-names>A.</given-names> <surname>Pulvirenti</surname></string-name></person-group>. <year>2021</year>. <article-title>Effect of time and temperature on physicochemical and microbiological properties of sous vide chicken breast fillets</article-title>. <source>Applied Sciences</source> <volume>11</volume>:<fpage>3189</fpage>. <pub-id pub-id-type="doi">https://doi.org/10.3390/app11073189</pub-id></mixed-citation></ref><ref id="r17"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Hunt</surname>, <given-names>M. C.</given-names></string-name>, <string-name><given-names>O.</given-names> <surname>S&#x000F8;rheim</surname></string-name>, and <string-name><given-names>E.</given-names> <surname>Slinde</surname></string-name></person-group>. <year>1999</year>. <article-title>Color and heat denaturation of myoglobin forms in ground beef</article-title>. <source>J. Food Sci</source>. <volume>64</volume>:<fpage>847</fpage>&#x02013;<lpage>851</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1111/j.1365-2621.1999.tb15925.x</pub-id></mixed-citation></ref><ref id="r18"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ismail</surname>, <given-names>I.</given-names></string-name>, <string-name><given-names>Y.-H.</given-names> <surname>Hwang</surname></string-name>, <string-name><given-names>A.</given-names> <surname>Bakhsh</surname></string-name>, <string-name><given-names>S.-J.</given-names> <surname>Lee</surname></string-name>, <string-name><given-names>E.-Y.</given-names> <surname>Lee</surname></string-name>, <string-name><given-names>C.-J.</given-names> <surname>Kim</surname></string-name>, and <string-name><given-names>S.-T.</given-names> <surname>Joo</surname></string-name></person-group>. <year>2022</year>. <article-title>Control of sous-vide physicochemical, sensory, and microbial properties through the manipulation of cooking temperatures and times</article-title>. <source>Meat Sci</source>. <volume>188</volume>:<fpage>108787</fpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.meatsci.2022.108787</pub-id></mixed-citation></ref><ref id="r19"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ismail</surname>, <given-names>I.</given-names></string-name>, <string-name><given-names>Y.-H.</given-names> <surname>Hwang</surname></string-name>, and <string-name><given-names>S.-T.</given-names> <surname>Joo</surname></string-name></person-group>. <year>2019</year>. <article-title>Interventions of two-stage thermal sous-vide cooking on the toughness of beef semitendinosus</article-title>. <source>Meat Sci</source>. <volume>157</volume>:<fpage>107882</fpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.meatsci.2019.107882</pub-id></mixed-citation></ref><ref id="r20"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>James</surname>, <given-names>B. J.</given-names></string-name>, and <string-name><given-names>S. W.</given-names> <surname>Yang</surname></string-name></person-group>. <year>2012</year>. <article-title>Effect of cooking method on the toughness of bovine <italic>m. semitendinosus</italic></article-title>. <source>Int. J. Food Eng</source>. <volume>8</volume>. <pub-id pub-id-type="doi">https://doi.org/10.1515/1556-3758.2762</pub-id></mixed-citation></ref><ref id="r21"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Karki</surname>, <given-names>R.</given-names></string-name>, <string-name><given-names>P.</given-names> <surname>Bremer</surname></string-name>, <string-name><given-names>P.</given-names> <surname>Silcock</surname></string-name>, and <string-name><given-names>I.</given-names> <surname>Oey</surname></string-name></person-group>. <year>2022</year>. <article-title>Effect of sous vide processing on quality parameters of beef short ribs and optimisation of sous vide time and temperature using third-order multiple regression</article-title>. <source>Food Bioprocess Tech</source>. <volume>15</volume>:<fpage>1629</fpage>&#x02013;<lpage>1646</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1007/s11947-022-02849-6</pub-id></mixed-citation></ref><ref id="r22"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>King</surname>, <given-names>N. J.</given-names></string-name>, and <string-name><given-names>R.</given-names> <surname>Whyte</surname></string-name></person-group>. <year>2006</year>. <article-title>Does it look cooked? A review of factors that influence cooked meat color</article-title>. <source>J. Food Sci</source>. <volume>71</volume>:<fpage>R31</fpage>&#x02013;<lpage>R40</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1111/j.1750-3841.2006.00029.x</pub-id></mixed-citation></ref><ref id="r23"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kondjoyan</surname>, <given-names>A.</given-names></string-name>, <string-name><given-names>S.</given-names> <surname>Oillic</surname></string-name>, <string-name><given-names>S.</given-names> <surname>Portanguen</surname></string-name>, and <string-name><given-names>J.-B.</given-names> <surname>Gros</surname></string-name></person-group>. <year>2013</year>. <article-title>Combined heat transfer and kinetic models to predict cooking loss during heat treatment of beef meat</article-title>. <source>Meat Sci</source>. <volume>95</volume>:<fpage>336</fpage>&#x02013;<lpage>344</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.meatsci.2013.04.061</pub-id></mixed-citation></ref><ref id="r24"><mixed-citation publication-type="other"><person-group person-group-type="author"><string-name><surname>Lenth</surname>, <given-names>R. V</given-names></string-name></person-group>. <year>2020</year>. <article-title>emmeans: Estimated marginal means, aka least-squares means</article-title>. <italic>R package version</italic> 1.5.3. <ext-link ext-link-type="uri" xlink:href="https://CRAN.R-project.org/package=emmeans">https://CRAN.R-project.org/package=emmeans</ext-link></mixed-citation></ref><ref id="r25"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Lepetit</surname>, <given-names>J.</given-names></string-name>, <string-name><given-names>A.</given-names> <surname>Grajales</surname></string-name>, and <string-name><given-names>R.</given-names> <surname>Favier</surname></string-name></person-group>. <year>2000</year>. <article-title>Modelling the effect of sarcomere length on collagen thermal shortening in cooked meat: Consequence on meat toughness</article-title>. <source>Meat Sci</source>. <volume>54</volume>:<fpage>239</fpage>&#x02013;<lpage>250</lpage>. c</mixed-citation></ref><ref id="r26"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Lyford</surname>, <given-names>C. P.</given-names></string-name>, <string-name><given-names>J. M.</given-names> <surname>Thompson</surname></string-name>, <string-name><given-names>R.</given-names> <surname>Polkinghorne</surname></string-name>, <string-name><given-names>M. F.</given-names> <surname>Miller</surname></string-name>, <string-name><given-names>T.</given-names> <surname>Nishimura</surname></string-name>, <string-name><given-names>K.</given-names> <surname>Neath</surname></string-name>, <string-name><given-names>P.</given-names> <surname>Allen</surname></string-name>, and <string-name><given-names>E. J.</given-names> <surname>Belasco</surname></string-name></person-group>. <year>2010</year>. <article-title>Is willingness to pay (WTP) for beef quality grades affected by consumer demographics and meat consumption preferences?</article-title> <source>Australasian Agribusiness Review</source> <volume>18</volume>:<fpage>1</fpage>&#x02013;<lpage>17</lpage>.</mixed-citation></ref><ref id="r27"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Maughan</surname>, <given-names>C.</given-names></string-name>, <string-name><given-names>R.</given-names> <surname>Tansawat</surname></string-name>, <string-name><given-names>D.</given-names> <surname>Cornforth</surname></string-name>, <string-name><given-names>R.</given-names> <surname>Ward</surname></string-name>, and <string-name><given-names>S.</given-names> <surname>Martini</surname></string-name></person-group>. <year>2012</year>. <article-title>Development of a beef flavor lexicon and its application to compare the flavor profile and consumer acceptance of rib steaks from grass- or grain-fed cattle</article-title>. <source>Meat Sci</source>. <volume>90</volume>:<fpage>116</fpage>&#x02013;<lpage>121</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.meatsci.2011.06.006</pub-id></mixed-citation></ref><ref id="r28"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Miller</surname>, <given-names>M. F.</given-names></string-name>, <string-name><given-names>M. A.</given-names> <surname>Carr</surname></string-name>, <string-name><given-names>C. B.</given-names> <surname>Ramsey</surname></string-name>, <string-name><given-names>K. L.</given-names> <surname>Crockett</surname></string-name>, and <string-name><given-names>L. C.</given-names> <surname>Hoover</surname></string-name></person-group>. <year>2001</year>. <article-title>Consumer thresholds for establishing the value of beef tenderness</article-title>. <source>J. Anim. Sci</source>. <volume>79</volume>:<fpage>3062</fpage>&#x02013;<lpage>3068</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.2527/2001.79123062x</pub-id></mixed-citation></ref><ref id="r29"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Miller</surname>, <given-names>R</given-names></string-name></person-group>. <year>2020</year>. <article-title>Drivers of consumer liking for beef, pork, and lamb: A review</article-title>. <source>Foods</source>. <volume>9</volume>:<fpage>428</fpage>. <pub-id pub-id-type="doi">https://doi.org/10.3390/foods9040428</pub-id></mixed-citation></ref><ref id="r30"><mixed-citation publication-type="other"><person-group person-group-type="author"><string-name><surname>Miller</surname>, <given-names>R. K.</given-names></string-name>, <string-name><given-names>A. R.</given-names> <surname>Cabral</surname></string-name>, <string-name><given-names>C. R.</given-names> <surname>Kerth</surname></string-name>, and <string-name><given-names>D. R.</given-names> <surname>Warner</surname></string-name></person-group>. <year>2019</year>. <article-title>Predicting beef flavor differing in lipid heat denaturation and Maillard reaction products</article-title>. <source>Beef Research</source>. <ext-link ext-link-type="uri" xlink:href="https://www.beefresearch.org/resources/product-quality/project-summaries/2016-2020/predicting-beef-flavor">https://www.beefresearch.org/resources/product-quality/project-summaries/2016-2020/predicting-beef-flavor</ext-link> </mixed-citation></ref><ref id="r31"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Miller</surname>, <given-names>R. K.</given-names></string-name>, <string-name><given-names>C. A.</given-names> <surname>Pena</surname></string-name>, <string-name><given-names>J. F.</given-names> <surname>Legako</surname></string-name>, <string-name><given-names>D. R.</given-names> <surname>Woerner</surname></string-name>, <string-name><given-names>C.</given-names> <surname>Brooks</surname></string-name>, <string-name><given-names>B.</given-names> <surname>Schilling</surname></string-name>, <string-name><given-names>M. N.</given-names> <surname>Nair</surname></string-name>, <string-name><given-names>T.</given-names> <surname>Cramer</surname></string-name>, <string-name><given-names>P.</given-names> <surname>Smith</surname></string-name>, <string-name><given-names>K. R.</given-names> <surname>Wall</surname></string-name>, and <string-name><given-names>C. R.</given-names> <surname>Kerth</surname></string-name></person-group>. <year>2022</year>. <article-title>2018 National Beef Flavor Audit: Consumer and descriptive sensory attributes</article-title>. <source>Meat Muscle Biol</source>. <volume>6</volume>. <pub-id pub-id-type="doi">https://doi.org/10.22175/mmb.13017</pub-id></mixed-citation></ref><ref id="r32"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Mortensen</surname>, <given-names>L. M.</given-names></string-name>, <string-name><given-names>M. B.</given-names> <surname>Fr&#x000F8;st</surname></string-name>, <string-name><given-names>L. H.</given-names> <surname>Skibsted</surname></string-name>, and <string-name><given-names>J.</given-names> <surname>Risbo</surname></string-name></person-group>. <year>2012</year>. <article-title>Effect of time and temperature on sensory properties in low-temperature long-time sous-vide cooking of beef</article-title>. <source>Journal of Culinary Science &#x00026; Technology</source>. <volume>10</volume>:<fpage>75</fpage>&#x02013;<lpage>90</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1080/15428052.2012.651024</pub-id></mixed-citation></ref><ref id="r33"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Nair</surname>, <given-names>M. N.</given-names></string-name>, <string-name><given-names>A. C. V. C. S.</given-names> <surname>Canto</surname></string-name>, <string-name><given-names>G.</given-names> <surname>Rentfrow</surname></string-name>, and <string-name><given-names>S. P.</given-names> <surname>Suman</surname></string-name></person-group>. <year>2019</year>. <article-title>Muscle-specific effect of aging on beef tenderness</article-title>. <source>LWT</source>. <volume>100</volume>:<fpage>250</fpage>&#x02013;<lpage>252</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.lwt.2018.10.038</pub-id></mixed-citation></ref><ref id="r34"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Naqvi</surname>, <given-names>Z. B.</given-names></string-name>, <string-name><given-names>M. A.</given-names> <surname>Campbell</surname></string-name>, <string-name><given-names>S.</given-names> <surname>Latif</surname></string-name>, <string-name><given-names>P. C.</given-names> <surname>Thomson</surname></string-name>, <string-name><given-names>D. M.</given-names> <surname>McGill</surname></string-name>, <string-name><given-names>R. D.</given-names> <surname>Warner</surname></string-name>, and <string-name><given-names>M. A.</given-names> <surname>Friend</surname></string-name></person-group>. <year>2021a</year>. <article-title>Improving tenderness and quality of <italic>M. biceps femoris</italic> from older cows through concentrate feeding, zingibain protease and sous vide cooking</article-title>. <source>Meat Sci</source>. <volume>180</volume>:<fpage>108563</fpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.meatsci.2021.108563</pub-id></mixed-citation></ref><ref id="r35"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Naqvi</surname>, <given-names>Z. B.</given-names></string-name>, <string-name><given-names>P. C.</given-names> <surname>Thomson</surname></string-name>, <string-name><given-names>M. A.</given-names> <surname>Campbell</surname></string-name>, <string-name><given-names>S.</given-names> <surname>Latif</surname></string-name>, <string-name><given-names>J. F.</given-names> <surname>Legako</surname></string-name>, <string-name><given-names>D. M.</given-names> <surname>McGill</surname></string-name>, <string-name><given-names>P. C.</given-names> <surname>Wynn</surname></string-name>, <string-name><given-names>M. A.</given-names> <surname>Friend</surname></string-name>, and <string-name><given-names>R. D.</given-names> <surname>Warner</surname></string-name></person-group>. <year>2021b</year>. <article-title>Sensory and physical characteristics of <italic>M. biceps femoris</italic> from older cows using ginger powder (zingibain) and sous vide cooking</article-title>. <source>Foods</source>. <volume>10</volume>:<fpage>1936</fpage>. <pub-id pub-id-type="doi">https://doi.org/10.3390/foods10081936</pub-id></mixed-citation></ref><ref id="r36"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Naqvi</surname>, <given-names>Z. B.</given-names></string-name>, <string-name><given-names>P. C.</given-names> <surname>Thomson</surname></string-name>, <string-name><given-names>M.</given-names> <surname>Ha</surname></string-name>, <string-name><given-names>M. A.</given-names> <surname>Campbell</surname></string-name>, <string-name><given-names>D. M.</given-names> <surname>McGill</surname></string-name>, <string-name><given-names>M. A.</given-names> <surname>Friend</surname></string-name>, and <string-name><given-names>R. D.</given-names> <surname>Warner</surname></string-name></person-group>. <year>2021c</year>. <article-title>Effect of sous vide cooking and ageing on tenderness and water-holding capacity of low-value beef muscles from young and older animals</article-title>. <source>Meat Sci</source>. <volume>175</volume>:<fpage>108435</fpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.meatsci.2021.108435</pub-id></mixed-citation></ref><ref id="r37"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>O&#x02019;Quinn</surname>, <given-names>T. G.</given-names></string-name>, <string-name><given-names>J. F.</given-names> <surname>Legako</surname></string-name>, <string-name><given-names>J. C.</given-names> <surname>Brooks</surname></string-name>, and <string-name><given-names>M. F.</given-names> <surname>Miller</surname></string-name></person-group>. <year>2018</year>. <article-title>Evaluation of the contribution of tenderness, juiciness, and flavor to the overall consumer beef eating experience</article-title>. <source>Translational Animal Science</source> <volume>2</volume>:<fpage>26</fpage>&#x02013;<lpage>36</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1093/tas/txx008</pub-id></mixed-citation></ref><ref id="r38"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Polkinghorne</surname>, <given-names>R. J.</given-names></string-name>, and <string-name><given-names>J. M.</given-names> <surname>Thompson</surname></string-name></person-group>. <year>2010</year>. <article-title>Meat standards and grading: A world view</article-title>. <source>Meat Sci</source>. <volume>86</volume>:<fpage>227</fpage>&#x02013;<lpage>235</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.meatsci.2010.05.010</pub-id></mixed-citation></ref><ref id="r39"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Purslow</surname>, <given-names>P. P</given-names></string-name></person-group>. <year>2018</year>. <article-title>Contribution of collagen and connective tissue to cooked meat toughness; some paradigms reviewed</article-title>. <source>Meat Sci</source>. <volume>144</volume>:<fpage>127</fpage>&#x02013;<lpage>134</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.meatsci.2018.03.026</pub-id></mixed-citation></ref><ref id="r40"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Purslow</surname>, <given-names>P. P.</given-names></string-name>, <string-name><given-names>S.</given-names> <surname>Oiseth</surname></string-name>, <string-name><given-names>J.</given-names> <surname>Hughes</surname></string-name>, and <string-name><given-names>R. D.</given-names> <surname>Warner</surname></string-name></person-group>. <year>2016</year>. <article-title>The structural basis of cooking loss in beef: Variations with temperature and ageing</article-title>. <source>Food Res. Int</source>. <volume>89</volume>:<fpage>739</fpage>&#x02013;<lpage>748</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.foodres.2016.09.010</pub-id></mixed-citation></ref><ref id="r41"><mixed-citation publication-type="other"><collab>R Core Team</collab>. <year>2020</year>. R: A language and environment for statistical computing. <publisher-name>R Foundation for Statistical Computing</publisher-name>, <publisher-loc>Vienna, Austria</publisher-loc>. <ext-link ext-link-type="uri" xlink:href="http://www.R-project.org/">http://www.R-project.org/</ext-link></mixed-citation></ref><ref id="r42"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Rold&#x000E1;n</surname>, <given-names>M.</given-names></string-name>, <string-name><given-names>T.</given-names> <surname>Antequera</surname></string-name>, <string-name><given-names>A.</given-names> <surname>Mart&#x000ED;n</surname></string-name>, <string-name><given-names>A. I.</given-names> <surname>Mayoral</surname></string-name>, and <string-name><given-names>J.</given-names> <surname>Ruiz</surname></string-name></person-group>. <year>2013</year>. <article-title>Effect of different temperature&#x02013;time combinations on physicochemical, microbiological, textural and structural features of sous-vide cooked lamb loins</article-title>. <source>Meat Sci</source>. <volume>93</volume>:<fpage>572</fpage>&#x02013;<lpage>578</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.meatsci.2012.11.014</pub-id></mixed-citation></ref><ref id="r43"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Rold&#x000E1;n</surname>, <given-names>M.</given-names></string-name>, <string-name><given-names>T.</given-names> <surname>Antequera</surname></string-name>, <string-name><given-names>T.</given-names> <surname>P&#x000E9;rez-Palacios</surname></string-name>, and <string-name><given-names>J.</given-names> <surname>Ruiz</surname></string-name></person-group>. <year>2014</year>. <article-title>Effect of added phosphate and type of cooking method on physico-chemical and sensory features of cooked lamb loins</article-title>. <source>Meat Sci</source>. <volume>97</volume>:<fpage>69</fpage>&#x02013;<lpage>75</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.meatsci.2014.01.012</pub-id></mixed-citation></ref><ref id="r44"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Rowe</surname>, <given-names>C.</given-names></string-name>, and <string-name><given-names>C. R.</given-names> <surname>Kerth</surname></string-name></person-group>. <year>2013</year>. <chapter-title>Meat cookery</chapter-title>. In: <source>The science of meat quality</source>. <publisher-name>John Wiley &#x00026; Sons, Ltd.</publisher-name>, <publisher-loc>Hoboken, NJ</publisher-loc>. p.&#x000A0;<fpage>199</fpage>&#x02013;<lpage>205</lpage>. <ext-link ext-link-type="uri" xlink:href="http://onlinelibrary.wiley.com/doi/abs/10.1002/9781118530726.ch10">http://onlinelibrary.wiley.com/doi/abs/10.1002/9781118530726.ch10</ext-link>. Accessed on June 5, 2023.</mixed-citation></ref><ref id="r45"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Schellekens</surname>, <given-names>M</given-names></string-name></person-group>. <year>1996</year>. <article-title>New research issues in sous-vide cooking</article-title>. Trends Food <source>Sci. Tech</source>. <volume>7</volume>:<fpage>256</fpage>&#x02013;<lpage>262</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/0924-2244(96)10027-3</pub-id></mixed-citation></ref><ref id="r47"><mixed-citation publication-type="other"><person-group person-group-type="author"><string-name><surname>Smith</surname>, <given-names>G. C.</given-names></string-name>, and <string-name><given-names>Z. L.</given-names> <surname>Carpenter</surname></string-name></person-group>. <year>1974</year>. Eating quality of animal products and their fat content. In: Fat content and composition of animal products: Proc. of a symposium, <publisher-loc>Washington, DC</publisher-loc> 12-13, 1974. <publisher-name>National Academy Press</publisher-name>, <publisher-loc>Washington, D.C</publisher-loc>. <fpage>147</fpage>&#x02013;<lpage>182</lpage>.</mixed-citation></ref><ref id="r48"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Stolowski</surname>, <given-names>G. D.</given-names></string-name>, <string-name><given-names>B. E.</given-names> <surname>Baird</surname></string-name>, <string-name><given-names>R. K.</given-names> <surname>Miller</surname></string-name>, <string-name><given-names>J. W.</given-names> <surname>Savell</surname></string-name>, <string-name><given-names>A. R.</given-names> <surname>Sams</surname></string-name>, <string-name><given-names>J. F.</given-names> <surname>Taylor</surname></string-name>, <string-name><given-names>J. O.</given-names> <surname>Sanders</surname></string-name>, and <string-name><given-names>S. B.</given-names> <surname>Smith</surname></string-name></person-group>. <year>2006</year>. <article-title>Factors influencing the variation in tenderness of seven major beef muscles from three Angus and Brahman breed crosses</article-title>. <source>Meat Sci</source>. <volume>73</volume>:<fpage>475</fpage>&#x02013;<lpage>483</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.meatsci.2006.01.006</pub-id></mixed-citation></ref><ref id="r49"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Suman</surname>, <given-names>S. P.</given-names></string-name>, <string-name><given-names>M. N.</given-names> <surname>Nair</surname></string-name>, <string-name><given-names>P.</given-names> <surname>Joseph</surname></string-name>, and <string-name><given-names>M. C.</given-names> <surname>Hunt</surname></string-name></person-group>. <year>2016</year>. <article-title>Factors influencing internal color of cooked meats</article-title>. <source>Meat Sci</source>. <volume>120</volume>:<fpage>133</fpage>&#x02013;<lpage>144</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.meatsci.2016.04.006</pub-id></mixed-citation></ref><ref id="r50"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Sun</surname>, <given-names>S.</given-names></string-name>, <string-name><given-names>F. D.</given-names> <surname>Rasmussen</surname></string-name>, <string-name><given-names>G. A.</given-names> <surname>Cavender</surname></string-name>, and <string-name><given-names>G. A.</given-names> <surname>Sullivan</surname></string-name></person-group>. <year>2019</year>. <article-title>Texture, color and sensory evaluation of sous-vide cooked beef steaks processed using high pressure processing as method of microbial control</article-title>. <source>LWT</source>. <volume>103</volume>:<fpage>169</fpage>&#x02013;<lpage>177</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.lwt.2018.12.072</pub-id></mixed-citation></ref><ref id="r51"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Thathsarani</surname>, <given-names>A. P. K.</given-names></string-name>, <string-name><given-names>A. U.</given-names> <surname>Alahakoon</surname></string-name>, and <string-name><given-names>R.</given-names> <surname>Liyanage</surname></string-name></person-group>. <year>2022</year>. <article-title>Current status and future trends of sous vide processing in meat industry; A review</article-title>. <source>Trends Food Sci. Tech</source>. <volume>129</volume>:<fpage>353</fpage>&#x02013;<lpage>363</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.tifs.2022.10.009</pub-id></mixed-citation></ref><ref id="r52"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Vaudagna</surname>, <given-names>S. R.</given-names></string-name>, <string-name><given-names>G.</given-names> <surname>S&#x000E1;nchez</surname></string-name>, <string-name><given-names>M. S.</given-names> <surname>Neira</surname></string-name>, <string-name><given-names>E. M.</given-names> <surname>Insani</surname></string-name>, <string-name><given-names>A. B.</given-names> <surname>Picallo</surname></string-name>, <string-name><given-names>M. M.</given-names> <surname>Gallinger</surname></string-name>, and <string-name><given-names>J. A.</given-names> <surname>Lasta</surname></string-name></person-group>. <year>2002</year>. <article-title>Sous vide cooked beef muscles: effects of low temperature&#x02013;long time (LT&#x02013;LT) treatments on their quality characteristics and storage stability</article-title>. <source>Int. J. Food Sci. Tech</source>. <volume>37</volume>:<fpage>425</fpage>&#x02013;<lpage>441</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.1046/j.1365-2621.2002.00581.x</pub-id></mixed-citation></ref><ref id="r53"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Vierck</surname>, <given-names>K. R.</given-names></string-name>, <string-name><given-names>J. F.</given-names> <surname>Legako</surname></string-name>, and <string-name><given-names>J.</given-names> <surname>Brooks</surname></string-name></person-group>. <year>2021</year>. <article-title>Effects of dry-heat cookery method on beef strip loin steaks of two quality grades following sous vide preparation</article-title>. <source>Meat Muscle Biol</source>. <volume>5</volume>: <issue>39</issue>, <fpage>1</fpage>&#x02013;<lpage>13</lpage>. <pub-id pub-id-type="doi">https://doi.org/10.22175/mmb.11700</pub-id></mixed-citation></ref><ref id="r54"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Yang</surname>, <given-names>X.</given-names></string-name>, <string-name><given-names>H.</given-names> <surname>Wang</surname></string-name>, <string-name><given-names>M.</given-names> <surname>Badoni</surname></string-name>, <string-name><given-names>S.</given-names> <surname>Zawadski</surname></string-name>, <string-name><given-names>B.</given-names> <surname>McLeod</surname></string-name>, <string-name><given-names>D.</given-names> <surname>Holman</surname></string-name>, and <string-name><given-names>B.</given-names> <surname>Uttaro</surname></string-name></person-group>. <year>2020</year>. <article-title>Effects of a novel three-step sous-vide cooking and subsequent chilled storage on the microbiota of beef steaks</article-title>. <source>Meat Sci</source>. <volume>159</volume>:<fpage>107938</fpage>. <pub-id pub-id-type="doi">https://doi.org/10.1016/j.meatsci.2019.107938</pub-id></mixed-citation></ref></ref-list></back></article><?Pub Caret -2?><?Pub *0000096137?>