diff --git a/docker-compose.yml b/docker-compose.yml
index 5b4adca..c8f4d1c 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,4 +1,4 @@
-version: "3.7"
+version: "3.3"
 
 services:
   threetwo:
diff --git a/package.json b/package.json
index 93170e0..ec42243 100644
--- a/package.json
+++ b/package.json
@@ -35,6 +35,10 @@
     "calibre-opds": "^1.0.7",
     "chokidar": "^3.5.2",
     "comlink-loader": "^2.0.0",
+    "compromise": "^13.11.3",
+    "compromise-dates": "^2.2.1",
+    "compromise-numbers": "^1.4.0",
+    "compromise-sentences": "^0.3.0",
     "dayjs": "^1.10.6",
     "ellipsize": "^0.1.0",
     "event-stream": "^4.0.1",
@@ -44,6 +48,7 @@
     "fs-extra": "^9.1.0",
     "http-response-stream": "^1.0.7",
     "jsdoc": "^3.6.7",
+    "ml-classify-text": "^2.0.0",
     "opds-extra": "^3.0.9",
     "pretty-bytes": "^5.6.0",
     "react": "^17.0.1",
@@ -98,10 +103,7 @@
     "bulma": "^0.9.3",
     "clean-webpack-plugin": "^1.0.0",
     "comlink": "^4.3.0",
-    "compromise": "^13.10.5",
-    "compromise-dates": "^2.0.1",
-    "compromise-numbers": "^1.2.0",
-    "compromise-sentences": "^0.2.0",
+    "compromise-strict": "^0.0.2",
     "concurrently": "^4.0.0",
     "connected-react-router": "^6.9.1",
     "css-loader": "^5.1.2",
diff --git a/src/client/assets/scss/App.scss b/src/client/assets/scss/App.scss
index 618fe11..dab2aef 100644
--- a/src/client/assets/scss/App.scss
+++ b/src/client/assets/scss/App.scss
@@ -76,7 +76,13 @@ $border-color: red;
     }
   }
   .card-content {
-    padding: 1rem;
+    .card-title {
+      margin-bottom: 0.2rem;
+    }
+    .cv-icon, i {
+      margin: 4px 4px 4px 0;
+    }
+    padding: 0.5rem 1rem;
   }
 }
 .card-container {
diff --git a/src/client/components/AcquisitionPanel.tsx b/src/client/components/AcquisitionPanel.tsx
index dcc71b4..8d7b0fa 100644
--- a/src/client/components/AcquisitionPanel.tsx
+++ b/src/client/components/AcquisitionPanel.tsx
@@ -110,8 +110,8 @@ export const AcquisitionPanel = (
         )}
       </div>
       {/* AirDC++ results */}
-      <div>
-        {!isNil(airDCPPSearchResults) && !isEmpty(airDCPPSearchResults) && (
+      <div className="columns">
+        {!isNil(airDCPPSearchResults) && !isEmpty(airDCPPSearchResults) ? (
           <table className="table is-striped">
             <thead>
               <tr>
@@ -182,6 +182,17 @@ export const AcquisitionPanel = (
               })}
             </tbody>
           </table>
+        ) : (
+          <div className="column is-three-fifths">
+            <article className="message is-info">
+              <div className="message-body is-size-6 is-family-secondary">
+                Searching via <strong>AirDC++</strong> is still in{" "}
+                <strong>alpha</strong>. Some searches may take arbitrarily long,
+                or may not work at all. Searches from <code>ADCS</code> hubs are more
+                reliable than <code>NMDCS</code> ones.
+              </div>
+            </article>
+          </div>
         )}
       </div>
     </>
diff --git a/src/client/components/Carda.tsx b/src/client/components/Carda.tsx
index 5d783cf..ca5b027 100644
--- a/src/client/components/Carda.tsx
+++ b/src/client/components/Carda.tsx
@@ -32,7 +32,9 @@ const renderCard = (props): ReactElement => {
               </div>
               {props.hasDetails && (
                 <div className="card-content">
-                  {isNil(props.title) ? "No Name" : props.title}
+                  <div className="card-title is-size-6 is-family-secondary">
+                    {isNil(props.title) ? "No Name" : props.title}
+                  </div>
                   {props.children}
                 </div>
               )}
diff --git a/src/client/components/ComicDetail.tsx b/src/client/components/ComicDetail.tsx
index d4f2f07..f17b806 100644
--- a/src/client/components/ComicDetail.tsx
+++ b/src/client/components/ComicDetail.tsx
@@ -16,6 +16,7 @@ import { isEmpty, isUndefined, isNil } from "lodash";
 import { RootState } from "threetwo-ui-typings";
 import { fetchComicVineMatches } from "../actions/fileops.actions";
 import { getComicBookDetailById } from "../actions/comicinfo.actions";
+import { detectTradePaperbacks } from "../shared/utils/tradepaperback.utils";
 import dayjs from "dayjs";
 const prettyBytes = require("pretty-bytes");
 
@@ -115,11 +116,17 @@ export const ComicDetail = ({}: ComicDetailProps): ReactElement => {
                   </span>
                 </dd>
                 <dd>
-                  Total issues in this volume:{" "}
+                  Total issues in this volume:
                   {
                     comicBookDetailData.sourcedMetadata.comicvine
                       .volumeInformation.count_of_issues
                   }
+                  {JSON.stringify(
+                    detectTradePaperbacks(
+                      comicBookDetailData.sourcedMetadata.comicvine
+                        .volumeInformation.description,
+                    ),
+                  )}
                 </dd>
               </dl>
             </div>
@@ -274,6 +281,9 @@ export const ComicDetail = ({}: ComicDetailProps): ReactElement => {
     }),
   };
 
+  // Determine which cover image to use:
+  // 1. from the locally imported, non-CV-scraped version, or
+  // 2. from the CV-scraped version
   let imagePath = "";
   let comicBookTitle = "";
   if (!isNil(comicBookDetailData.rawFileDetails)) {
diff --git a/src/client/components/RecentlyImported.tsx b/src/client/components/RecentlyImported.tsx
index 8e04ca1..df9ce7e 100644
--- a/src/client/components/RecentlyImported.tsx
+++ b/src/client/components/RecentlyImported.tsx
@@ -39,7 +39,16 @@ export const RecentlyImported = ({
           imageUrl={imagePath}
           hasDetails
           title={comicName ? titleElement : null}
-        ></Card>
+        >
+          {!isNil(sourcedMetadata.comicvine) && (
+            <div className="content is-flex is-flex-direction-row">
+              <span className="icon cv-icon is-small">
+                <img src="/dist/img/cvlogo.svg" />
+              </span>
+              <i className="fas fa-paper-plane is-small has-text-warning has-text-light"></i>
+            </div>
+          )}
+        </Card>
       );
     })}
   </section>
diff --git a/src/client/shared/utils/tradepaperback.utils.ts b/src/client/shared/utils/tradepaperback.utils.ts
new file mode 100644
index 0000000..5bf742b
--- /dev/null
+++ b/src/client/shared/utils/tradepaperback.utils.ts
@@ -0,0 +1,34 @@
+import Classifier from "ml-classify-text";
+
+export const detectTradePaperbacks = (deck: string): any => {
+  const classifier = new Classifier({ nGramMin: 2, nGramMax: 2 });
+  const positiveTPBIdentifiers = [
+    "trade paperbacks",
+    "TPB",
+    "paperback",
+    "hardcover",
+    "collects the following issues",
+    "collected issues",
+    "collecting the issues",
+    "collecting the following issues",
+    "collected editions",
+  ];
+  const negativeTPBIdentifiers = ["mini-series"];
+
+  classifier.train(positiveTPBIdentifiers, "Possibly a trade paperback");
+  classifier.train(negativeTPBIdentifiers, "Not a trade paperback");
+  if (deck) {
+
+  console.log("DEC", deck);
+    const predictions = classifier.predict(deck);
+
+    if (predictions.length) {
+      predictions.forEach((prediction) => {
+        console.log(`${prediction.label} (${prediction.confidence})`);
+        return prediction;
+      });
+    } else {
+      console.log("No predictions returned.");
+    }
+  }
+};
diff --git a/src/client/shared/utils/trainingData.json b/src/client/shared/utils/trainingData.json
new file mode 100644
index 0000000..0897e1d
--- /dev/null
+++ b/src/client/shared/utils/trainingData.json
@@ -0,0 +1,14 @@
+[
+    {"phrase": "Twelve issue mini-series.", "result": {"not_a_paperback": 1}},
+    {"phrase": "Trade paperback collecting Jean Grey #7-11.", "result": {"paperback": 1}},
+    {"phrase": "Trade paperback collecting Iron Fist #6-7 & 73-77", "result": {"paperback   ": 1}},
+    {"phrase": "Collected Editions", "result": {"paperback": 1}},
+    {"phrase": "Six issue mini-series.", "result": {"not_a_paperback": 1}},
+    {"phrase": "Four issue mini-series.", "result": {"not_a_paperback": 1}},
+    {"phrase": "Seventy-two issue digital prequel to the Injustice 2 video game.", "result": {"not_a_paperback": 1}},
+    {"phrase": "Total issues in this volume:50", "result": {"paperback": 1}},
+    {"phrase": "Five issue mini-series.", "result": {"not_a_paperback": 1}},
+    {"phrase": "Digital mini-series.", "result": {"not_a_paperback": 1}},
+    {"phrase": "Six issue mini-series.", "result": {"not_a_paperback": 1}},
+    {"phrase": "Six issue mini-series.", "result": {"not_a_paperback": 1}}
+  ]
\ No newline at end of file
diff --git a/yarn.lock b/yarn.lock
index ec52264..1bf3363 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -3605,6 +3605,13 @@ character-parser@^2.1.1:
   dependencies:
     is-regex "^1.0.3"
 
+chevrotain@7.0.3:
+  version "7.0.3"
+  resolved "https://registry.yarnpkg.com/chevrotain/-/chevrotain-7.0.3.tgz#f9621971a726eba804f7763edace2183d157c5d7"
+  integrity sha512-G634q7M5EiqNNv+0MKcQES2jmqabbi4PvUDpzjG2t+i1XQFaMCz0o8BZ8lbQbZex4RqkzJ3pOy+UwNLFlQm4eg==
+  dependencies:
+    regexp-to-ast "0.5.0"
+
 chokidar@^2.1.8:
   version "2.1.8"
   resolved "https://registry.npmjs.org/chokidar/-/chokidar-2.1.8.tgz"
@@ -3968,27 +3975,34 @@ compression@^1.7.4:
     safe-buffer "5.1.2"
     vary "~1.1.2"
 
-compromise-dates@^2.0.1:
+compromise-dates@^2.2.1:
   version "2.2.1"
-  resolved "https://registry.npmjs.org/compromise-dates/-/compromise-dates-2.2.1.tgz"
+  resolved "https://registry.yarnpkg.com/compromise-dates/-/compromise-dates-2.2.1.tgz#c04d22f1f95850e5ce8b0ab225b1671639207369"
   integrity sha512-mtdK67DR4EvowLLh0YJ3aMxMtKXDViQBJTNNdHI5ck+DVhCCd7rYnNcwC2eSES+3tup1JB9+InOzmvyEuFyjLQ==
   dependencies:
     spacetime "6.16.0"
     spacetime-holiday "0.1.0"
 
-compromise-numbers@^1.2.0:
+compromise-numbers@^1.4.0:
   version "1.4.0"
-  resolved "https://registry.npmjs.org/compromise-numbers/-/compromise-numbers-1.4.0.tgz"
+  resolved "https://registry.yarnpkg.com/compromise-numbers/-/compromise-numbers-1.4.0.tgz#22e545923243333bc1e8a2e82da2e922afb50400"
   integrity sha512-3ceRpwZIWduVSMYn54ET1ELdI7bvXQk42uDwxffxiJBxgKCwcCfVbiLuTG62cI+qTHchwLDh4vp9i3WARXROFQ==
 
-compromise-sentences@^0.2.0:
-  version "0.2.0"
-  resolved "https://registry.npmjs.org/compromise-sentences/-/compromise-sentences-0.2.0.tgz"
-  integrity sha512-GiXGHoVz4Q9QdooAcNEhsXqcTw2lfxIdgjLJYLszyt2bJKXZTJIhH5DT9tixpbzIWeRTQAJdC+/CRVkqAyL2pA==
+compromise-sentences@^0.3.0:
+  version "0.3.0"
+  resolved "https://registry.yarnpkg.com/compromise-sentences/-/compromise-sentences-0.3.0.tgz#61d34039323155bc20dad10f24340daaabf86e26"
+  integrity sha512-L6d5PXmmyPyWRMoJURYOM0yILhtV37zCOy9ZW8Xd6KgY+2qQBTwuokekaGL9MDpSH3/grRDL+AHKytYpGrTEmA==
 
-compromise@^13.10.5:
+compromise-strict@^0.0.2:
+  version "0.0.2"
+  resolved "https://registry.yarnpkg.com/compromise-strict/-/compromise-strict-0.0.2.tgz#e4bf4cc386e8795c6408d3606ebb2cd31cab9fbd"
+  integrity sha512-1ApkPa6kjmyS1ZFhDRZgttDcnVv+Ci8U0kIIsxRBLCN0vautyPm6FROvBwoLimlU3pgIH3hMIpdNdVfe2yj3Gw==
+  dependencies:
+    chevrotain "7.0.3"
+
+compromise@^13.11.3:
   version "13.11.3"
-  resolved "https://registry.npmjs.org/compromise/-/compromise-13.11.3.tgz"
+  resolved "https://registry.yarnpkg.com/compromise/-/compromise-13.11.3.tgz#3f6b687fbefdbd1ef674f263f6e5c06b29c324d9"
   integrity sha512-oKYButHtXcDyEe2et5XlniFWyFTpDOy3z7zB501EEgTN9xeZHIib1Xq4AOSJw6HCZmwGHh1nx3MGy/MbGHFtWQ==
   dependencies:
     efrt-unpack "2.2.0"
@@ -4843,7 +4857,7 @@ ee-first@1.1.1:
 
 efrt-unpack@2.2.0:
   version "2.2.0"
-  resolved "https://registry.npmjs.org/efrt-unpack/-/efrt-unpack-2.2.0.tgz"
+  resolved "https://registry.yarnpkg.com/efrt-unpack/-/efrt-unpack-2.2.0.tgz#b05dbec0fb8cb346a27840e00c969df9c72fee52"
   integrity sha512-9xUSSj7qcUxz+0r4X3+bwUNttEfGfK5AH+LVa1aTpqdAfrN5VhROYCfcF+up4hp5OL7IUKcZJJrzAGipQRDoiQ==
 
 electron-to-chromium@^1.3.723:
@@ -8947,6 +8961,13 @@ mkdirp@^1.0.3, mkdirp@^1.0.4:
   resolved "https://registry.npmjs.org/mkdirp/-/mkdirp-1.0.4.tgz"
   integrity sha512-vVqVZQyf3WLx2Shd0qJ9xuvqgAyKPLAiqITEtqW0oIUjzo3PePDd6fW9iFz30ef7Ysp/oiWqbhszeGWW2T6Gzw==
 
+ml-classify-text@^2.0.0:
+  version "2.0.0"
+  resolved "https://registry.yarnpkg.com/ml-classify-text/-/ml-classify-text-2.0.0.tgz#932bee8bf3a7adbe3f6259136f77c57672fa6ad0"
+  integrity sha512-1+8kc07uZoat5Q8gbdYBjwuvNPDTwvt8t9+ZL7CHVErbKD3w95rnCcsmJWJcz9LWWjP2pMlgolgzKCiZklc2MA==
+  dependencies:
+    xregexp "^4.3.0"
+
 moment@^2.14.1, moment@^2.22.1, moment@^2.29.1:
   version "2.29.1"
   resolved "https://registry.npmjs.org/moment/-/moment-2.29.1.tgz"
@@ -11232,6 +11253,11 @@ regexp-clone@1.0.0, regexp-clone@^1.0.0:
   resolved "https://registry.npmjs.org/regexp-clone/-/regexp-clone-1.0.0.tgz"
   integrity sha512-TuAasHQNamyyJ2hb97IuBEif4qBHGjPHBS64sZwytpLEqtBQ1gPJTnOaQ6qmpET16cK14kkjbazl6+p0RRv0yw==
 
+regexp-to-ast@0.5.0:
+  version "0.5.0"
+  resolved "https://registry.yarnpkg.com/regexp-to-ast/-/regexp-to-ast-0.5.0.tgz#56c73856bee5e1fef7f73a00f1473452ab712a24"
+  integrity sha512-tlbJqcMHnPKI9zSrystikWKwHkBqu2a/Sgw01h3zFjvYrMxEDYHzzoMZnUrbIfpTFEsoRnnviOXNCzFiSc54Qw==
+
 regexp.prototype.flags@^1.2.0, regexp.prototype.flags@^1.3.1:
   version "1.3.1"
   resolved "https://registry.npmjs.org/regexp.prototype.flags/-/regexp.prototype.flags-1.3.1.tgz"
@@ -12150,12 +12176,12 @@ source-map@^0.7.3, source-map@~0.7.2:
 
 spacetime-holiday@0.1.0:
   version "0.1.0"
-  resolved "https://registry.npmjs.org/spacetime-holiday/-/spacetime-holiday-0.1.0.tgz"
+  resolved "https://registry.yarnpkg.com/spacetime-holiday/-/spacetime-holiday-0.1.0.tgz#e680d17e0ac26e36b2101ee4ac40eb642b6d31d4"
   integrity sha512-rYIpSDbHnznZRstUrmYYFAaruW8e96t+1JfS0b6qMiAAQ2DrkLKc8oMotAAkB9qMTUwXXf5bIkdTHfP434uitQ==
 
 spacetime@6.16.0:
   version "6.16.0"
-  resolved "https://registry.npmjs.org/spacetime/-/spacetime-6.16.0.tgz"
+  resolved "https://registry.yarnpkg.com/spacetime/-/spacetime-6.16.0.tgz#f213963392eafc380716c3857b23251de87db97f"
   integrity sha512-mkuniNOp6ssfPyJidj81tb54zKxK4vEKPTmcUsC/NEGIF8S07ppoSotdg6numT1/26rthQYmdxMY/M5a9WeJVQ==
 
 sparse-bitfield@^3.0.3:
@@ -13984,6 +14010,13 @@ xpath@^0.0.32:
   resolved "https://registry.npmjs.org/xpath/-/xpath-0.0.32.tgz"
   integrity sha512-rxMJhSIoiO8vXcWvSifKqhvV96GjiD5wYb8/QHdoRyQvraTpp4IEv944nhGausZZ3u7dhQXteZuZbaqfpB7uYw==
 
+xregexp@^4.3.0:
+  version "4.4.1"
+  resolved "https://registry.yarnpkg.com/xregexp/-/xregexp-4.4.1.tgz#c84a88fa79e9ab18ca543959712094492185fe65"
+  integrity sha512-2u9HwfadaJaY9zHtRRnH6BY6CQVNQKkYm3oLtC9gJXXzfsbACg5X5e4EZZGVAH+YIfa+QA9lsFQTTe3HURF3ag==
+  dependencies:
+    "@babel/runtime-corejs3" "^7.12.1"
+
 xregexp@^5.0.2:
   version "5.0.2"
   resolved "https://registry.npmjs.org/xregexp/-/xregexp-5.0.2.tgz"