diff --git a/thesis/2-Background.tex b/thesis/2-Background.tex
index eb6082844b9bd1823b0e04fc5c2f97d3e9a1e5e4..560bb498fed8cebd05f22de386f32a8087c27844 100644
--- a/thesis/2-Background.tex
+++ b/thesis/2-Background.tex
@@ -235,7 +235,8 @@ But first, chapter~\ref{chap:methods} introduces the applied methodology.
 %TODO check which entries actually result from the text!!
 % and get rid of the empty page that follows
 \begin{landscape}
-    \begin{longtable}{ | p{2cm} | p{3.5cm} | p{3.5cm} | p{3.5cm} | p{3.5cm} | p{3.5cm} }
+{\small
+    \begin{longtable}{ | p{2cm} | p{3cm} | p{3cm} | p{3cm} | p{3cm} | p{3cm} }
     \hline
                & Page protection & Blacklists & Bots & Semi-Automated tools & ORES \\
     \hline
@@ -252,7 +253,7 @@ But first, chapter~\ref{chap:methods} introduces the applied methodology.
         People involved & admins & admins (anyone can report problems) &  bot operators  & editors with \emph{rollback} permission & mostly Scoring Platform team \\
     \hline
         Hurdles to  & & & get approval from the BAG & get a \emph{rollback} permission& \\
-                                    participate & &  & programming knowledge, understand APIs, ... & get familiar with the tool & understand ML \\
+                                    participate & &  understand regexes & programming knowledge, understand APIs, ... & get familiar with the tool & understand ML \\
     \hline
         \multirow{2}{*}{Concerns} & & & ``botophobia'' & gamification & general ML concerns: hard to understand \\
     \hline
@@ -260,4 +261,5 @@ But first, chapter~\ref{chap:methods} introduces the applied methodology.
     \hline
     \caption{Wikipedia's algorithmic quality control mechanisms in comparison}~\label{table:mechanisms-comparison-literature}
 \end{longtable}
+}
 \end{landscape}
diff --git a/thesis/4-Edit-Filters.tex b/thesis/4-Edit-Filters.tex
index 1e7c99f2a2ce5be2ece20a54823f7e1bf4c2e994..6adb8ad32c6d8af5e2d84707664c86939fd2db69 100644
--- a/thesis/4-Edit-Filters.tex
+++ b/thesis/4-Edit-Filters.tex
@@ -441,6 +441,39 @@ Concerns with filters resemble somewhat the concerns expressed about bots: namel
 In consequence, community consensus on using filter actions such as \emph{rangeblock}, \emph{block}, and \emph{degroup} never happened.
 According to the discussion archives~\cite{Wikipedia:EditFilterTalkArchive1}, others feared that edit filters were placing a lot of power in the hands of very few people.
 
+\begin{landscape}
+{\small
+    \begin{longtable}{ | p{2cm} | p{2.5cm} | p{2.5cm} | p{2.5cm} | p{2.5cm} | p{2.5cm} | p{2.5cm} }
+    \hline
+            & Filters & Page protection & Blacklists & Bots & Semi-Automated tools & ORES \\
+    \hline
+        \multirow{7}{*}{Properties}& rule-based  & per page & rule-based & rule/ML based & rule/ML based & ML framework \\
+                               & part of the "software" (MediaWiki plugin) & part of MediaWiki & part of MediaWiki & run on user's infrastructure ("bespoke code") & extra infrastructure & not used directly, can be incorporated in other tools \\
+                              & open source& MediaWiki is open source & & no requirement for code to be public & \raggedright most popular are open source (but not a hard requirement) & open source \\
+                               & public filters directly visible for anyone interested & & & & heuristics obfuscated by the interface & \\
+                               & trigger \emph{before} an edit is published & one cannot edit at all & \raggedright trigger before an edit is published & latency varies (ClueBot NG needs only a couple of seconds)& generally higher latency than bots & \\
+                               & collaborative effort & & & \raggedright mostly single dev/operator (recently: bot frameworks) & few devs & few devs \\
+    \hline
+        Necessary  & \raggedright \emph{abusefilter-modify} permission & admin access & admin access & \raggedright no special rights needed (except for admin bots) & \emph{rollback} permission needed &  \\
+                            permissions & & & bot gets a ``bot flag'' & & \\
+    \hline
+        People involved & \raggedright edit filter managers (EN Wiki)& admins & admins (anyone can report problems) &  bot operators  & \raggedright editors with \emph{rollback} permission & mostly Scoring Platform team \\
+    \hline
+        Hurdles to & gain community trust to become an edit filter manager  & & & get approval from the BAG & get a \emph{rollback} permission& \\
+                                    participate & understand regexes & & understand regexes  & programming knowledge, understand APIs, ... & \raggedright get familiar with the tool & understand ML \\
+    \hline
+        \multirow{3}{*}{Concerns} & \raggedright automated agents blocking/desysoping human users & & & ``botophobia'' & gamification & general ML concerns: hard to understand \\
+                                  & \raggedright hidden filters lack transparency and accountability& & & & \raggedright interface makes some paths of action easier than others & \\
+                                  & censorship infrastructure & & & & & \\
+    \hline
+        Areas of application & \raggedright persistent vandal with a known modus operandi and a history of circumventing prevention methods' demographic (obvious vandalism which takes time to clean up) & problems with single page & abusive titles/ link spam & mostly obvious vandalism & \raggedright less obvious cases that require human judgement & \\
+    \hline
+    \caption{Wikipedia's algorithmic quality control mechanisms in comparison}~\label{table:mechanisms-comparison-literature}
+\end{longtable}
+}
+\end{landscape}
+
+\begin{comment}
 \begin{landscape}
     \begin{longtable}{ | p{3cm} | p{4.5cm} | p{4.5cm} | p{4.5cm} | p{4.5cm} | }
     \hline
@@ -469,7 +502,7 @@ According to the discussion archives~\cite{Wikipedia:EditFilterTalkArchive1}, ot
     \caption{Wikipedia's algorithmic quality control mechanisms in comparison}~\label{table:mechanisms-comparison}
 \end{longtable}
 \end{landscape}
-
+\end{comment}
 
 \begin{comment}
 \begin{verbatim}