diff --git a/DESCRIPTION b/DESCRIPTION
index 67f9fdc..1892e76 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,47 +1,39 @@
-Package: Reproducibility.in.Plant.Pathology
 Type: Package
-Title: A Systematic Quantitative Review of Articles Providing a Basis for Identifying Reproducible Research Efforts the Field of Plant Pathology
-Version: 1.0.1
+Package: Reproducibility.in.Plant.Pathology
+Title: A Systematic Quantitative Review of Articles Providing a Basis for
+    Identifying Reproducible Research Efforts the Field of Plant Pathology
+Version: 1.0.2
 Authors@R: c(
-    person(given = "Adam H.", family = "Sparks",
-    role = c("aut", "cre"),
-    email = "adamhsparks@gmail.com",
-    comment = c(ORCID = "0000-0002-0061-8359")),
-    person(given = "Emerson M.", family ="Del Ponte",
-    role = "aut",
-    email = "edelponte@gmail.com",
-    comment = c(ORCID = "0000-0003-4398-409X")),
-    person(given = "Kaique S.", family = "Alves",
-    role = "aut",
-    email = "kaiquedsalves@gmail.com",
-    comment = c(ORCID = "https://orcid.org/0000-0001-9187-0252")),
-    person(given = "Zachary S. L.", family = "Foster",
-    role = "aut",
-    email = "zacharyfoster1989@gmail.com",
-    comment = c(ORCID = "https://orcid.org/0000-0002-5075-0948")),
-    person(given = "Niklaus J.", family = "Grünwald",
-    role = "aut",
-    email = "grunwaln@science.oregonstate.edu",
-    comment = c(ORCID = "0000-0003-1656-7602"))
+    person("Adam H.", "Sparks", , "adamhsparks@gmail.com", role = c("aut", "cre"),
+           comment = c(ORCID = "0000-0002-0061-8359")),
+    person("Emerson M.", "Del Ponte", , "edelponte@gmail.com", role = "aut",
+           comment = c(ORCID = "0000-0003-4398-409X")),
+    person("Kaique S.", "Alves", , "kaiquedsalves@gmail.com", role = "aut",
+           comment = c(ORCID = "https://orcid.org/0000-0001-9187-0252")),
+    person("Zachary S. L.", "Foster", , "zacharyfoster1989@gmail.com", role = "aut",
+           comment = c(ORCID = "https://orcid.org/0000-0002-5075-0948")),
+    person("Niklaus J.", "Grünwald", , "grunwaln@science.oregonstate.edu", role = "aut",
+           comment = c(ORCID = "0000-0003-1656-7602"))
   )
-URL: https://github.com/openplantpathology/Reproducibility_in_Plant_Pathology
-BugReports: https://github.com/openplantpathology/Reproducibility_in_Plant_Pathology/issues
 Description: A research compendium for a perspectives paper,
-    "Reproducibility in plant pathology: where we stand and a way forward",
-    published in "Phytopathology".
-DOI: 10.5281/zenodo.1250664
+    "Reproducibility in plant pathology: where we stand and a way
+    forward", published in "Phytopathology".
+License: MIT + file LICENSE
+URL: 
+    https://github.com/openplantpathology/Reproducibility_in_Plant_Pathology
+BugReports: 
+    https://github.com/openplantpathology/Reproducibility_in_Plant_Pathology/issues
 Depends:
     R (>= 3.5.0)
-License: MIT + file LICENSE
 Imports:
     dplyr,
     magrittr,
     readODS
 Suggests:
-    bib2df,
-    bibtex,
     bayesplot,
     bayestestR,
+    bib2df,
+    bibtex,
     brms,
     extrafont,
     flextable,
@@ -53,26 +45,28 @@ Suggests:
     irr,
     janitor,
     knitr,
+    officedown,
+    officer,
+    pander,
+    parallel,
     patchwork,
     psych,
     rcrossref,
-    report (<= 0.4.0),
     readr,
+    report (<= 0.4.0),
     rmarkdown,
     roxygen2 (>= 6.0.1),
-    officedown,
-    officer,
-    pander,
-    parallel,
     see,
     sessioninfo,
+    spelling,
     stringr,
     testthat,
     tibble,
-    tidyverse,
-    spelling
-RoxygenNote: 7.2.3
+    tidyverse
+VignetteBuilder: 
+    knitr
+DOI: 10.5281/zenodo.1250664
 Encoding: UTF-8
-NeedsCompilation: no
-VignetteBuilder: knitr
 Language: en-US
+NeedsCompilation: no
+RoxygenNote: 7.3.2
diff --git a/codemeta.json b/codemeta.json
index 2594b52..1f140f5 100644
--- a/codemeta.json
+++ b/codemeta.json
@@ -3,17 +3,17 @@
   "@type": "SoftwareSourceCode",
   "identifier": "Reproducibility.in.Plant.Pathology",
   "description": "A research compendium for a perspectives paper, \"Reproducibility in plant pathology: where we stand and a way forward\", published in \"Phytopathology\".",
-  "name": "Reproducibility.in.Plant.Pathology: A Systematic Quantitative Review of Articles Providing a Basis for Identifying Reproducible Research Efforts the Field of Plant Pathology",
+  "name": "Reproducibility.in.Plant.Pathology: A Systematic Quantitative Review of Articles Providing a Basis for\n    Identifying Reproducible Research Efforts the Field of Plant Pathology",
   "codeRepository": "https://github.com/openplantpathology/Reproducibility_in_Plant_Pathology",
-  "issueTracker": "https://github.com/openplantpathology/Reproducibility_in_Plant_Pathology/issues",
+  "issueTracker": "\n    https://github.com/openplantpathology/Reproducibility_in_Plant_Pathology/issues",
   "license": "https://spdx.org/licenses/MIT",
-  "version": "1.0.0",
+  "version": "1.0.2",
   "programmingLanguage": {
     "@type": "ComputerLanguage",
     "name": "R",
     "url": "https://r-project.org"
   },
-  "runtimePlatform": "R version 4.2.2 (2022-10-31)",
+  "runtimePlatform": "R version 4.4.1 (2024-06-14)",
   "author": [
     {
       "@type": "Person",
@@ -63,51 +63,51 @@
   "softwareSuggestions": [
     {
       "@type": "SoftwareApplication",
-      "identifier": "bib2df",
-      "name": "bib2df",
+      "identifier": "bayesplot",
+      "name": "bayesplot",
       "provider": {
         "@id": "https://cran.r-project.org",
         "@type": "Organization",
         "name": "Comprehensive R Archive Network (CRAN)",
         "url": "https://cran.r-project.org"
       },
-      "sameAs": "https://CRAN.R-project.org/package=bib2df"
+      "sameAs": "https://CRAN.R-project.org/package=bayesplot"
     },
     {
       "@type": "SoftwareApplication",
-      "identifier": "bibtex",
-      "name": "bibtex",
+      "identifier": "bayestestR",
+      "name": "bayestestR",
       "provider": {
         "@id": "https://cran.r-project.org",
         "@type": "Organization",
         "name": "Comprehensive R Archive Network (CRAN)",
         "url": "https://cran.r-project.org"
       },
-      "sameAs": "https://CRAN.R-project.org/package=bibtex"
+      "sameAs": "https://CRAN.R-project.org/package=bayestestR"
     },
     {
       "@type": "SoftwareApplication",
-      "identifier": "bayesplot",
-      "name": "bayesplot",
+      "identifier": "bib2df",
+      "name": "bib2df",
       "provider": {
         "@id": "https://cran.r-project.org",
         "@type": "Organization",
         "name": "Comprehensive R Archive Network (CRAN)",
         "url": "https://cran.r-project.org"
       },
-      "sameAs": "https://CRAN.R-project.org/package=bayesplot"
+      "sameAs": "https://CRAN.R-project.org/package=bib2df"
     },
     {
       "@type": "SoftwareApplication",
-      "identifier": "bayestestR",
-      "name": "bayestestR",
+      "identifier": "bibtex",
+      "name": "bibtex",
       "provider": {
         "@id": "https://cran.r-project.org",
         "@type": "Organization",
         "name": "Comprehensive R Archive Network (CRAN)",
         "url": "https://cran.r-project.org"
       },
-      "sameAs": "https://CRAN.R-project.org/package=bayestestR"
+      "sameAs": "https://CRAN.R-project.org/package=bibtex"
     },
     {
       "@type": "SoftwareApplication",
@@ -244,130 +244,130 @@
     },
     {
       "@type": "SoftwareApplication",
-      "identifier": "patchwork",
-      "name": "patchwork",
+      "identifier": "officedown",
+      "name": "officedown",
       "provider": {
         "@id": "https://cran.r-project.org",
         "@type": "Organization",
         "name": "Comprehensive R Archive Network (CRAN)",
         "url": "https://cran.r-project.org"
       },
-      "sameAs": "https://CRAN.R-project.org/package=patchwork"
+      "sameAs": "https://CRAN.R-project.org/package=officedown"
     },
     {
       "@type": "SoftwareApplication",
-      "identifier": "psych",
-      "name": "psych",
+      "identifier": "officer",
+      "name": "officer",
       "provider": {
         "@id": "https://cran.r-project.org",
         "@type": "Organization",
         "name": "Comprehensive R Archive Network (CRAN)",
         "url": "https://cran.r-project.org"
       },
-      "sameAs": "https://CRAN.R-project.org/package=psych"
+      "sameAs": "https://CRAN.R-project.org/package=officer"
     },
     {
       "@type": "SoftwareApplication",
-      "identifier": "rcrossref",
-      "name": "rcrossref",
+      "identifier": "pander",
+      "name": "pander",
       "provider": {
         "@id": "https://cran.r-project.org",
         "@type": "Organization",
         "name": "Comprehensive R Archive Network (CRAN)",
         "url": "https://cran.r-project.org"
       },
-      "sameAs": "https://CRAN.R-project.org/package=rcrossref"
+      "sameAs": "https://CRAN.R-project.org/package=pander"
     },
     {
       "@type": "SoftwareApplication",
-      "identifier": "report",
-      "name": "report",
-      "version": "<= 0.4.0",
+      "identifier": "parallel",
+      "name": "parallel"
+    },
+    {
+      "@type": "SoftwareApplication",
+      "identifier": "patchwork",
+      "name": "patchwork",
       "provider": {
         "@id": "https://cran.r-project.org",
         "@type": "Organization",
         "name": "Comprehensive R Archive Network (CRAN)",
         "url": "https://cran.r-project.org"
       },
-      "sameAs": "https://CRAN.R-project.org/package=report"
+      "sameAs": "https://CRAN.R-project.org/package=patchwork"
     },
     {
       "@type": "SoftwareApplication",
-      "identifier": "readr",
-      "name": "readr",
+      "identifier": "psych",
+      "name": "psych",
       "provider": {
         "@id": "https://cran.r-project.org",
         "@type": "Organization",
         "name": "Comprehensive R Archive Network (CRAN)",
         "url": "https://cran.r-project.org"
       },
-      "sameAs": "https://CRAN.R-project.org/package=readr"
+      "sameAs": "https://CRAN.R-project.org/package=psych"
     },
     {
       "@type": "SoftwareApplication",
-      "identifier": "rmarkdown",
-      "name": "rmarkdown",
+      "identifier": "rcrossref",
+      "name": "rcrossref",
       "provider": {
         "@id": "https://cran.r-project.org",
         "@type": "Organization",
         "name": "Comprehensive R Archive Network (CRAN)",
         "url": "https://cran.r-project.org"
       },
-      "sameAs": "https://CRAN.R-project.org/package=rmarkdown"
+      "sameAs": "https://CRAN.R-project.org/package=rcrossref"
     },
     {
       "@type": "SoftwareApplication",
-      "identifier": "roxygen2",
-      "name": "roxygen2",
-      "version": ">= 6.0.1",
+      "identifier": "readr",
+      "name": "readr",
       "provider": {
         "@id": "https://cran.r-project.org",
         "@type": "Organization",
         "name": "Comprehensive R Archive Network (CRAN)",
         "url": "https://cran.r-project.org"
       },
-      "sameAs": "https://CRAN.R-project.org/package=roxygen2"
+      "sameAs": "https://CRAN.R-project.org/package=readr"
     },
     {
       "@type": "SoftwareApplication",
-      "identifier": "officedown",
-      "name": "officedown",
+      "identifier": "report",
+      "name": "report",
+      "version": "<= 0.4.0",
       "provider": {
         "@id": "https://cran.r-project.org",
         "@type": "Organization",
         "name": "Comprehensive R Archive Network (CRAN)",
         "url": "https://cran.r-project.org"
       },
-      "sameAs": "https://CRAN.R-project.org/package=officedown"
+      "sameAs": "https://CRAN.R-project.org/package=report"
     },
     {
       "@type": "SoftwareApplication",
-      "identifier": "officer",
-      "name": "officer",
+      "identifier": "rmarkdown",
+      "name": "rmarkdown",
       "provider": {
         "@id": "https://cran.r-project.org",
         "@type": "Organization",
         "name": "Comprehensive R Archive Network (CRAN)",
         "url": "https://cran.r-project.org"
       },
-      "sameAs": "https://CRAN.R-project.org/package=officer"
+      "sameAs": "https://CRAN.R-project.org/package=rmarkdown"
     },
     {
       "@type": "SoftwareApplication",
-      "identifier": "pander",
-      "name": "pander",
+      "identifier": "roxygen2",
+      "name": "roxygen2",
+      "version": ">= 6.0.1",
       "provider": {
         "@id": "https://cran.r-project.org",
         "@type": "Organization",
         "name": "Comprehensive R Archive Network (CRAN)",
         "url": "https://cran.r-project.org"
       },
-      "sameAs": "https://CRAN.R-project.org/package=pander"
-    },
-    {
-      "@type": "SoftwareApplication",
-      "identifier": "parallel",
-      "name": "parallel"
+      "sameAs": "https://CRAN.R-project.org/package=roxygen2"
     },
     {
       "@type": "SoftwareApplication",
@@ -393,6 +393,18 @@
       },
       "sameAs": "https://CRAN.R-project.org/package=sessioninfo"
     },
+    {
+      "@type": "SoftwareApplication",
+      "identifier": "spelling",
+      "name": "spelling",
+      "provider": {
+        "@id": "https://cran.r-project.org",
+        "@type": "Organization",
+        "name": "Comprehensive R Archive Network (CRAN)",
+        "url": "https://cran.r-project.org"
+      },
+      "sameAs": "https://CRAN.R-project.org/package=spelling"
+    },
     {
       "@type": "SoftwareApplication",
       "identifier": "stringr",
@@ -440,18 +452,6 @@
         "url": "https://cran.r-project.org"
       },
       "sameAs": "https://CRAN.R-project.org/package=tidyverse"
-    },
-    {
-      "@type": "SoftwareApplication",
-      "identifier": "spelling",
-      "name": "spelling",
-      "provider": {
-        "@id": "https://cran.r-project.org",
-        "@type": "Organization",
-        "name": "Comprehensive R Archive Network (CRAN)",
-        "url": "https://cran.r-project.org"
-      },
-      "sameAs": "https://CRAN.R-project.org/package=spelling"
     }
   ],
   "softwareRequirements": {
@@ -499,7 +499,7 @@
     },
     "SystemRequirements": null
   },
-  "fileSize": "58918.052KB",
+  "fileSize": "58893.639KB",
   "citation": [
     {
       "@type": "SoftwareSourceCode",
@@ -533,7 +533,7 @@
       "name": "{Reproducibility.in.Plant.Pathology}: A Systematic Quantitative Review of Articles Providing a Basis for Identifying Reproducible Research Efforts the Field of Plant Pathology",
       "identifier": "10.5281/zenodo.1250664",
       "url": "https://github.com/openplantpathology/Reproducibility_in_Plant_Pathology",
-      "description": "R package version 1.0.0",
+      "description": "R package version 1.0.2",
       "@id": "https://doi.org/10.5281/zenodo.1250664",
       "sameAs": "https://doi.org/10.5281/zenodo.1250664"
     }
diff --git a/vignettes/a_reproducibility_criteria.Rmd b/vignettes/a_reproducibility_criteria.Rmd
index fe98f87..0484b74 100644
--- a/vignettes/a_reproducibility_criteria.Rmd
+++ b/vignettes/a_reproducibility_criteria.Rmd
@@ -24,7 +24,7 @@ In the reproducibility score there are two parts, one part is automatically gene
 
 The articles' DOIs are looked up manually by Adam and assigned in the "[article_notes](https://docs.google.com/spreadsheets/d/1YrIiQ3OBNjCHMlalkMi1yy8dy4hnj5dnR4PSTj7lDR4/edit#gid=0)" sheet in the googlesheets document, `doi`.
 
-Th five-year impact factor, `IF_5year` for each journal was recorded in a separate sheet in the workbook.
+The five-year impact factor, `IF_5year` for each journal was recorded in a separate sheet in the workbook.
 
 Other items including `journal`, `year`, and `contains_page` are auto-generated by the ["Assigning Articles"](https://github.com/phytopathology/Reproducibility_in_Plant_Pathology/blob/master/vignettes/Assigning_Articles.Rmd) vignette.