Merge pull request 'Modal Esc/overflow polish, artist-scoped post scroll, failing-sources Logs button' (#43) from dev into main

Operator-asked 2026-06-01: each row in the "X sources are failing"
rollup needs a button to surface the last run's stdout/stderr/error
without leaving the Downloads tab to find the matching event row.

Wired:
- `downloadsStore.loadLastForSource(sourceId)` two-steps via
  `GET /api/downloads?source_id=N&limit=1` (most recent event) then
  the existing `loadOne(id)` for the full detail payload. Returns
  null if no events exist (toast warns).
- `FailingSourcesCard` row: new text button `Logs` with
  `mdi-text-box-search-outline`, per-row spinner via `logLoadingIds`,
  emits `view-logs` with the source record.
- `DownloadsTab.onViewFailingLogs` is the handler — same
  `DownloadDetailModal` instance the event-row clicks use.

.forgejo/workflows/build.yml

@@ -258,7 +258,11 @@ jobs:
           #   anything else  → safety net; shouldn't fire given the `on:`
           #                    config above. Tag :dev to surface the
           #                    unexpected run in the registry.
-          SHORT_SHA="${GITHUB_SHA:0:7}"
+          # POSIX-safe substring (the runner shell is dash/BusyBox sh, not
+          # bash — `${var:0:7}` errors with "Bad substitution"; cut works
+          # everywhere). Operator-flagged 2026-06-01 after first :c-<sha>
+          # main-push build failed at this step.
+          SHORT_SHA=$(printf '%s' "$GITHUB_SHA" | cut -c1-7)
           if [ "${GITHUB_REF#refs/tags/}" != "${GITHUB_REF}" ]; then
             TAG_NAME="${GITHUB_REF#refs/tags/}"
             echo "tags=git.fabledsword.com/bvandeusen/fabledcurator:${TAG_NAME}" >> "$GITHUB_OUTPUT"
@@ -297,7 +301,11 @@ jobs:
           # safety-net dev) including the per-commit :c-<short_sha> tag
           # on main-push per the family release-posture rule. The -ml
           # image follows the same release cadence as the web image.
-          SHORT_SHA="${GITHUB_SHA:0:7}"
+          # POSIX-safe substring (the runner shell is dash/BusyBox sh, not
+          # bash — `${var:0:7}` errors with "Bad substitution"; cut works
+          # everywhere). Operator-flagged 2026-06-01 after first :c-<sha>
+          # main-push build failed at this step.
+          SHORT_SHA=$(printf '%s' "$GITHUB_SHA" | cut -c1-7)
           if [ "${GITHUB_REF#refs/tags/}" != "${GITHUB_REF}" ]; then
             TAG_NAME="${GITHUB_REF#refs/tags/}"
             echo "tags=git.fabledsword.com/bvandeusen/fabledcurator-ml:${TAG_NAME}" >> "$GITHUB_OUTPUT"

alembic/versions/0029_drop_artist_copyright_ml_thresholds.py

@@ -0,0 +1,71 @@
+"""drop artist + copyright ml thresholds; lower general default to 0.50
+
+Revision ID: 0029
+Revises: 0028
+Create Date: 2026-06-01
+
+Operator-flagged 2026-06-01: the view modal's Suggestions panel hides
+most general-category predictions because the default threshold is
+0.95. Lowering the default to 0.50 (matches character) so general
+suggestions surface more aggressively; the value remains tunable in
+Settings → ML.
+
+Same change retires two ML suggestion categories whose Tag.kind
+surfaces are unused:
+
+- `artist`: retired in FC-2d-vii-c — artist identity is acquisition-
+  derived (image_record.artist_id), never ML-inferred. The threshold
+  column was a leftover from before that retirement.
+- `copyright`: retired 2026-06-01 — the app uses `fandom` for the
+  franchise/copyright concept (per TagsView.vue's doc comment); no
+  Tag rows of kind=copyright exist, and the threshold column never
+  fed anything user-visible.
+
+Both columns are dropped from ml_settings; the existing row's
+suggestion_threshold_general value is bumped from 0.95 to 0.50 iff
+it's still at the old default, so deployed installs pick up the new
+UX without overriding any operator tuning.
+"""
+from typing import Sequence, Union
+
+from alembic import op
+from sqlalchemy import text
+
+revision: str = "0029"
+down_revision: Union[str, None] = "0028"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    # Bump the general threshold for installs still at the old default.
+    op.execute(text(
+        "UPDATE ml_settings "
+        "SET suggestion_threshold_general = 0.50 "
+        "WHERE id = 1 AND suggestion_threshold_general = 0.95"
+    ))
+    op.drop_column("ml_settings", "suggestion_threshold_artist")
+    op.drop_column("ml_settings", "suggestion_threshold_copyright")
+
+
+def downgrade() -> None:
+    # Restore the columns with their prior defaults. The bump from
+    # 0.95 → 0.50 isn't reversible without remembering whether the
+    # operator had explicitly set 0.95 (unlikely — that was just the
+    # default) so we leave the current general value as-is.
+    from sqlalchemy import Column, Float
+
+    op.add_column(
+        "ml_settings",
+        Column(
+            "suggestion_threshold_artist",
+            Float, nullable=False, server_default="0.30",
+        ),
+    )
+    op.add_column(
+        "ml_settings",
+        Column(
+            "suggestion_threshold_copyright",
+            Float, nullable=False, server_default="0.50",
+        ),
+    )

backend/app/api/ml_admin.py

@@ -9,9 +9,7 @@ ml_admin_bp = Blueprint("ml_admin", __name__, url_prefix="/api/ml")
 
 
 _EDITABLE = (
-    "suggestion_threshold_artist",
     "suggestion_threshold_character",
-    "suggestion_threshold_copyright",
     "suggestion_threshold_general",
     "centroid_similarity_threshold",
     "min_reference_images",
@@ -28,9 +26,7 @@ async def get_settings():
         ).scalar_one()
     return jsonify(
         {
-            "suggestion_threshold_artist": s.suggestion_threshold_artist,
             "suggestion_threshold_character": s.suggestion_threshold_character,
-            "suggestion_threshold_copyright": s.suggestion_threshold_copyright,
             "suggestion_threshold_general": s.suggestion_threshold_general,
             "centroid_similarity_threshold": s.centroid_similarity_threshold,
             "min_reference_images": s.min_reference_images,

backend/app/models/ml_settings.py

@@ -15,17 +15,14 @@ class MLSettings(Base):
     __table_args__ = (CheckConstraint("id = 1", name="singleton"),)
 
     id: Mapped[int] = mapped_column(Integer, primary_key=True)
-    suggestion_threshold_artist: Mapped[float] = mapped_column(
-        Float, nullable=False, default=0.30
-    )
     suggestion_threshold_character: Mapped[float] = mapped_column(
         Float, nullable=False, default=0.50
     )
-    suggestion_threshold_copyright: Mapped[float] = mapped_column(
+    # Default lowered 0.95 → 0.50 on 2026-06-01 — operator-flagged that
-        Float, nullable=False, default=0.50
+    # 0.95 hid most general suggestions. Operator-tunable via Settings →
-    )
+    # ML if too noisy.
     suggestion_threshold_general: Mapped[float] = mapped_column(
-        Float, nullable=False, default=0.95
+        Float, nullable=False, default=0.50
     )
     centroid_similarity_threshold: Mapped[float] = mapped_column(
         Float, nullable=False, default=0.55

backend/app/services/ml/suggestions.py

@@ -48,11 +48,11 @@ class SuggestionService:
         ).scalar_one()
 
     def _threshold_for(self, s: MLSettings, category: str) -> float:
-        # 'artist' intentionally absent (FC-2d-vii-c) — falls through to
+        # 'artist' (FC-2d-vii-c) and 'copyright' (2026-06-01) retired;
-        # the 1.01 "never surfaces" default like any unsurfaced category.
+        # both fall through to the 1.01 "never surfaces" default like any
+        # unsurfaced category.
         return {
             "character": s.suggestion_threshold_character,
-            "copyright": s.suggestion_threshold_copyright,
             "general": s.suggestion_threshold_general,
         }.get(category, 1.01)
 

backend/app/services/ml/tagger.py

@@ -38,10 +38,13 @@ STORE_FLOOR = float(os.environ.get("TAGGER_STORE_FLOOR", "0.05"))
 
 # The categories FC-2b surfaces in the UI. Others (meta/rating/year) are
 # still stored but the suggestion service filters them out.
-# FC-2d-vii-c: 'artist' retired — artist identity is acquisition-derived
+# 'artist' retired in FC-2d-vii-c — artist identity is acquisition-derived
-# (image_record.artist_id), never ML-inferred. Raw predictions are still
+# (image_record.artist_id), never ML-inferred. 'copyright' retired
-# stored at STORE_FLOOR but artist never surfaces.
+# 2026-06-01 — operator doesn't use the copyright tag-kind; fandom is
-SURFACED_CATEGORIES = {"character", "copyright", "general"}
+# this app's franchise/series concept (per TagsView.vue's doc comment).
+# Raw predictions for both categories still get stored at STORE_FLOOR but
+# don't surface in suggestions.
+SURFACED_CATEGORIES = {"character", "general"}
 
 # ImageNet preprocessing constants (per Camie v2 onnx_inference.py).
 _IMAGENET_MEAN = np.array([0.485, 0.456, 0.406], dtype=np.float32)

frontend/src/components/modal/AliasPickerDialog.vue

@@ -48,10 +48,11 @@ function onSearch(q) {
     if (!query) { results.value = []; return }
     loading.value = true
     try {
-      // Scope the autocomplete to the prediction's category where it maps
+      // Scope the autocomplete to the prediction's category where it
-      // to a tag kind. 'copyright' has no tag kind; search unscoped there.
+      // maps to a tag kind. Only 'character' surfaces as both a
-      const kind = ['artist', 'character'].includes(props.category)
+      // suggestion category and a tag kind now ('artist' + 'copyright'
-        ? props.category : null
+      // retired); other categories search unscoped.
+      const kind = props.category === 'character' ? 'character' : null
       const params = { q: query, limit: 20 }
       if (kind) params.kind = kind
       results.value = await api.get('/api/tags/autocomplete', { params })

frontend/src/components/modal/ImageViewer.vue

@@ -92,7 +92,16 @@ let prevBodyOverflow = null
 // own keystrokes.
 function onKeyDown(ev) {
   if (ev.key === 'Escape') {
-    if (isTextEntry(ev.target)) return
+    // Escape closes the modal even from inside a text input — that's
+    // the universal "get me out of here" expectation, and the
+    // autofocused tag-entry field would otherwise trap focus with no
+    // visible escape (operator-flagged 2026-06-01). EXCEPTION: when a
+    // nested Vuetify overlay is open (v-menu autocomplete dropdown,
+    // FandomPicker v-dialog, per-suggestion 3-dot menu), let that
+    // overlay's own Esc handling fire instead of closing the whole
+    // modal mid-interaction. Vuetify marks open overlays with
+    // `.v-overlay--active`.
+    if (document.querySelector('.v-overlay--active')) return
     ev.preventDefault()
     emit('close')
   } else if (ev.key === 'ArrowLeft') {

frontend/src/components/modal/ProvenancePanel.vue

@@ -10,7 +10,11 @@
       density="compact"
     >{{ state.error }}</v-alert>
 
-    <template v-else>
+    <!-- Cards scroll independently of the section title + attachments
+         below them. Cap at ~2.5 cards visible (operator-asked 2026-06-01:
+         keeps the Tags section anchored below at a consistent position;
+         the half-visible third card hints there's more). -->
+    <div v-else class="fc-prov__cards">
       <article
         v-for="e in state.entries" :key="e.provenance_id" class="fc-prov__card"
       >
@@ -18,9 +22,13 @@
           <span class="fc-prov__platform">{{ e.source.platform }}</span>
           <span v-if="postDate(e)" class="fc-prov__date">{{ postDate(e) }}</span>
         </div>
-        <div class="fc-prov__post">
+        <button
+          type="button" class="fc-prov__post"
+          :title="`Open ${postTitle(e)} in the posts feed for ${e.artist.name}`"
+          @click="openPost(e.post.id, e.artist.id)"
+        >
           {{ postTitle(e) }}
-        </div>
+        </button>
         <div class="fc-prov__meta">
           <RouterLink :to="`/artist/${e.artist.slug}`">
             by {{ e.artist.name }}
@@ -29,12 +37,8 @@
             · {{ e.post.attachment_count }} files
           </span>
         </div>
-        <div class="fc-prov__actions">
+        <div v-if="e.post.description_html" class="fc-prov__actions">
-          <a href="#" @click.prevent="openPost(e.post.id)">
-            View post
-          </a>
           <a
-            v-if="e.post.description_html"
             href="#" @click.prevent="toggleDesc(e.provenance_id)"
           >{{ expanded[e.provenance_id] ? 'Hide description ▴' : 'Show description ▾' }}</a>
         </div>
@@ -58,7 +62,7 @@
           </RouterLink>
         </div>
       </article>
-    </template>
+    </div>
 
     <div v-if="attachments.length" class="fc-prov__attach">
       <h4 class="fc-prov__attach-title">Attachments</h4>
@@ -137,10 +141,16 @@ function postTitle(e) {
   return toPlainText(e.post.title) || `Post ${e.post.external_post_id}`
 }
 
-function openPost(postId) {
+function openPost(postId, artistId) {
   // Land on the post in the posts feed (in context), not the gallery
-  // image grid. Operator-flagged 2026-05-28.
+  // image grid. Scope the feed to this artist so the user lands in
-  router.push({ path: '/posts', query: { post_id: postId } })
+  // that creator's stream, not the global one — operator-flagged
+  // 2026-06-01. PostsView reads `artist_id` from the query string
+  // (PostsView.vue line ~92) and filters via post_feed_service.
+  router.push({
+    path: '/posts',
+    query: { post_id: postId, artist_id: artistId },
+  })
   modal.close()
 }
 </script>
@@ -153,6 +163,18 @@ function openPost(postId) {
   color: rgb(var(--v-theme-on-surface));
   margin-bottom: 12px;
 }
+.fc-prov__cards {
+  /* 2.5 cards-worth at the typical collapsed card height (~108px each
+     incl. 10px gap). Slightly under to ensure the third card's bottom
+     edge is clipped — the visual cue that there's more below. */
+  max-height: 270px;
+  overflow-y: auto;
+  /* Hairline scrollbar that doesn't compete with content. */
+  scrollbar-width: thin;
+  scrollbar-color: rgb(var(--v-theme-surface-light)) transparent;
+  /* Pad-right so the scrollbar gutter doesn't squeeze card borders. */
+  padding-right: 4px;
+}
 .fc-prov__card {
   border: 1px solid rgb(var(--v-theme-surface-light));
   border-radius: 6px; padding: 10px 12px; margin-bottom: 10px;
@@ -163,8 +185,21 @@ function openPost(postId) {
   text-transform: lowercase;
 }
 .fc-prov__post {
-  font-weight: 700; margin: 4px 0;
+  /* Clickable title — opens the post in the artist-scoped feed
-  color: rgb(var(--v-theme-on-surface));
+     (operator-flagged 2026-06-01: title IS the primary action, the
+     prior "View post" link was redundant). Styled as a button-link:
+     accent color, underline on hover, focus ring for keyboard nav. */
+  display: block; width: 100%; text-align: left;
+  background: none; border: none; padding: 0;
+  font: inherit; font-weight: 700;
+  margin: 4px 0;
+  color: rgb(var(--v-theme-accent));
+  cursor: pointer;
+}
+.fc-prov__post:hover { text-decoration: underline; }
+.fc-prov__post:focus-visible {
+  outline: 2px solid rgb(var(--v-theme-accent));
+  outline-offset: 2px; border-radius: 3px;
 }
 .fc-prov__meta {
   font-size: 13px; color: rgb(var(--v-theme-on-surface-variant));

frontend/src/components/modal/SuggestionItem.vue

@@ -1,19 +1,33 @@
 <template>
+  <!-- Chip-card row: visible border + hover/focus state unifies the
+       name, score, and action buttons as one "object" (operator-asked
+       2026-06-01). The row itself is informational; the explicit
+       Accept button + 3-dot menu are the action affordances. -->
   <div class="fc-suggestion">
     <span class="fc-suggestion__name">
       {{ suggestion.display_name }}
       <span v-if="suggestion.creates_new_tag" class="fc-suggestion__new"
-        title="No matching tag yet — accepting creates it">＋new</span>
+        title="No matching tag yet — accepting creates it">+ new</span>
     </span>
     <span class="fc-suggestion__score">{{ scorePct }}</span>
     <v-btn
-      icon="mdi-plus" size="x-small" variant="text" color="accent"
+      class="fc-suggestion__accept"
+      size="small" variant="tonal" color="accent"
+      density="compact" rounded="pill"
       :aria-label="`Accept ${suggestion.display_name}`"
       @click="$emit('accept', suggestion)"
-    />
+    >
+      Accept
+    </v-btn>
     <v-menu>
       <template #activator="{ props }">
-        <v-btn icon="mdi-dots-vertical" size="x-small" variant="text" v-bind="props" />
+        <v-btn
+          class="fc-suggestion__menu"
+          icon="mdi-dots-vertical" size="small"
+          variant="outlined" density="compact"
+          :aria-label="`More actions for ${suggestion.display_name}`"
+          v-bind="props"
+        />
       </template>
       <v-list density="compact">
         <v-list-item @click="$emit('alias', suggestion)">
@@ -38,17 +52,45 @@ const scorePct = computed(() => `${Math.round(props.suggestion.score * 100)}%`)
 
 <style scoped>
 .fc-suggestion {
-  display: flex; align-items: center; gap: 6px;
+  display: flex; align-items: center; gap: 8px;
-  padding: 2px 0;
+  padding: 6px 10px; margin-bottom: 4px;
+  background: rgb(var(--v-theme-surface));
+  border: 1px solid rgb(var(--v-theme-surface-light));
+  border-radius: 6px;
+  transition: background 120ms ease, border-color 120ms ease;
+}
+.fc-suggestion:hover {
+  background: rgb(var(--v-theme-surface-light));
+  border-color: rgb(var(--v-theme-accent), 0.4);
+}
+.fc-suggestion__name {
+  flex: 1; min-width: 0;
+  font-size: 14px;
+  color: rgb(var(--v-theme-on-surface));
+  overflow: hidden; text-overflow: ellipsis; white-space: nowrap;
 }
-.fc-suggestion__name { flex: 1; min-width: 0; }
 .fc-suggestion__new {
-  font-size: 10px; color: rgb(var(--v-theme-accent));
+  display: inline-block;
-  margin-left: 4px;
+  font-size: 10px; font-weight: 600;
+  color: rgb(var(--v-theme-accent));
+  background: rgba(var(--v-theme-accent), 0.12);
+  border: 1px solid rgb(var(--v-theme-accent), 0.4);
+  padding: 1px 6px; border-radius: 999px;
+  margin-left: 6px;
+  text-transform: uppercase; letter-spacing: 0.04em;
 }
 .fc-suggestion__score {
+  flex: 0 0 auto; min-width: 38px; text-align: right;
   font-size: 11px;
   color: rgb(var(--v-theme-on-surface-variant, var(--v-theme-on-surface)));
   font-family: 'JetBrains Mono', monospace;
 }
+/* Vuetify's compact density doesn't shrink the tonal button enough
+   for a tight row; clamp the min-width so Accept stays compact. */
+.fc-suggestion__accept :deep(.v-btn__content) {
+  font-size: 12px; letter-spacing: 0.02em;
+}
+.fc-suggestion__menu {
+  flex: 0 0 auto;
+}
 </style>

frontend/src/components/modal/SuggestionsPanel.vue

@@ -22,7 +22,7 @@
       <SuggestionsCategoryGroup
         v-if="store.byCategory.general && store.byCategory.general.length"
         label="General" :items="store.byCategory.general"
-        collapsible :default-open="false"
+        collapsible :default-open="true"
         @accept="onAccept" @alias="onAlias" @dismiss="store.dismiss"
       />
     </template>
@@ -47,7 +47,10 @@ import AliasPickerDialog from './AliasPickerDialog.vue'
 const props = defineProps({ imageId: { type: Number, required: true } })
 const store = useSuggestionsStore()
 
-const peopleCats = ['artist', 'character', 'copyright']
+// 'artist' (FC-2d-vii-c) and 'copyright' (2026-06-01) retired as
+// suggestion categories. Only 'character' remains as a people-style
+// category alongside the general bucket.
+const peopleCats = ['character']
 function labelFor(c) { return CATEGORY_LABELS[c] || c }
 
 const isEmpty = computed(() =>

frontend/src/components/modal/TagAutocomplete.vue

@@ -1,6 +1,7 @@
 <template>
   <div class="fc-tag-autocomplete">
     <v-text-field
+      ref="inputRef"
       v-model="query"
       placeholder="Add tag (or kind:name — character/fandom/series)"
       density="compact" hide-details
@@ -52,13 +53,21 @@
 </template>
 
 <script setup>
-import { computed, ref, watch } from 'vue'
+import { computed, nextTick, onMounted, ref, watch } from 'vue'
 import { useTagStore } from '../../stores/tags.js'
 import FandomPicker from './FandomPicker.vue'
 
 const emit = defineEmits(['pick-existing', 'pick-new', 'cancel'])
 const store = useTagStore()
 
+// Autofocus on modal open so the operator can type the moment the view
+// modal renders, no extra click required (operator-asked 2026-06-01).
+// Vuetify's v-text-field exposes .focus() on the component instance;
+// nextTick waits for the modal's mount to finish so the inner <input>
+// element exists.
+const inputRef = ref(null)
+onMounted(() => { nextTick(() => inputRef.value?.focus?.()) })
+
 // Single text input; no kind dropdown. Client-side mirror of the
 // backend's parse_kind_prefix lives below — kept in sync with
 // KNOWN_KINDS in backend/app/utils/tag_prefix.py. The backend is the

frontend/src/components/settings/MLThresholdSliders.vue

@@ -22,10 +22,10 @@ import { reactive, watch } from 'vue'
 import { useMLStore } from '../../stores/ml.js'
 
 const store = useMLStore()
+// 'artist' (FC-2d-vii-c) and 'copyright' (2026-06-01) retired as
+// suggestion categories; their threshold rows are gone.
 const fields = [
-  { key: 'suggestion_threshold_artist', label: 'Artist' },
   { key: 'suggestion_threshold_character', label: 'Character' },
-  { key: 'suggestion_threshold_copyright', label: 'Copyright' },
   { key: 'suggestion_threshold_general', label: 'General' },
   { key: 'centroid_similarity_threshold', label: 'Centroid similarity' }
 ]

frontend/src/components/subscriptions/DownloadsTab.vue

@@ -58,6 +58,7 @@
       :retrying-all="retryingAll"
       @retry="onRetrySource"
       @retry-all="onRetryAll"
+      @view-logs="onViewFailingLogs"
     />
 
     <div v-if="store.loading && store.events.length === 0" class="fc-dl__loading">
@@ -364,6 +365,23 @@ watch(filterModel, async (m) => {
 async function openDetail(id) {
   await store.loadOne(id)
 }
+
+async function onViewFailingLogs(source) {
+  // Find and open the most recent DownloadEvent for this source.
+  // Reuses the existing DownloadDetailModal — same stdout/stderr/error
+  // surface the row-click in the events feed shows.
+  try {
+    const ev = await store.loadLastForSource(source.id)
+    if (!ev) {
+      toast({
+        text: `No download events recorded for ${source.artist_name || source.platform} yet.`,
+        type: 'warning',
+      })
+    }
+  } catch (e) {
+    toast({ text: `Failed to load logs: ${e.message}`, type: 'error' })
+  }
+}
 </script>
 
 <style scoped>

frontend/src/components/subscriptions/FailingSourcesCard.vue

@@ -29,6 +29,14 @@
             {{ s.last_error || 'no error message recorded' }}
           </span>
           <v-spacer />
+          <v-btn
+            size="x-small" variant="text" prepend-icon="mdi-text-box-search-outline"
+            :loading="logLoadingIds.has(s.id)"
+            @click="onViewLogs(s)"
+            title="Show the most recent download event's stdout/stderr/error"
+          >
+            Logs
+          </v-btn>
           <v-btn
             size="x-small" variant="text" prepend-icon="mdi-refresh"
             :loading="retryingIds.has(s.id)"
@@ -52,9 +60,23 @@ defineProps({
   retryingIds: { type: Set, default: () => new Set() },
   retryingAll: { type: Boolean, default: false },
 })
-defineEmits(['retry', 'retry-all'])
+const emit = defineEmits(['retry', 'retry-all', 'view-logs'])
 
 const open = ref(true)
+// Per-row loading flag so the spinner lives on the row whose Logs
+// button was clicked, not on every row.
+const logLoadingIds = ref(new Set())
+async function onViewLogs(s) {
+  if (logLoadingIds.value.has(s.id)) return
+  logLoadingIds.value = new Set(logLoadingIds.value).add(s.id)
+  try {
+    await emit('view-logs', s)
+  } finally {
+    const next = new Set(logLoadingIds.value)
+    next.delete(s.id)
+    logLoadingIds.value = next
+  }
+}
 </script>
 
 <style scoped>

frontend/src/stores/downloads.js

@@ -55,6 +55,21 @@ export const useDownloadsStore = defineStore('downloads', () => {
     return selected.value
   }
 
+  // Open the detail modal for the most recent DownloadEvent of a given
+  // source. Used by the failing-sources rollup's "Logs" button so the
+  // operator can troubleshoot without leaving the Downloads tab to find
+  // the row (operator-flagged 2026-06-01).
+  async function loadLastForSource(sourceId) {
+    const events = await api.get('/api/downloads', {
+      params: { source_id: sourceId, limit: 1 },
+    })
+    if (!events.length) {
+      selected.value = null
+      return null
+    }
+    return await loadOne(events[0].id)
+  }
+
   async function applyFilter(patch) {
     filter.value = { ...filter.value, ...patch }
     await loadFirst()
@@ -98,7 +113,8 @@ export const useDownloadsStore = defineStore('downloads', () => {
   return {
     events, cursor, hasMore, filter, selected, loading, error, stats,
     activity, failing, activeEvents,
-    loadFirst, loadMore, loadOne, applyFilter, closeDetail, loadStats,
+    loadFirst, loadMore, loadOne, loadLastForSource, applyFilter,
+    closeDetail, loadStats,
     loadActivity, loadFailing, loadActive, recoverStalled,
   }
 })

frontend/src/stores/posts.js

@@ -59,14 +59,37 @@ export const usePostsStore = defineStore('posts', () => {
     return await api.get(`/api/posts/${id}`)
   }
 
+  // Filter overlay for the around/older/newer (in-context anchored)
+  // path. Keep this distinct from `filters.value` (the down-only feed)
+  // so a normal-feed filter change doesn't leak into an active anchored
+  // view (or vice versa). Caller of loadAround passes the snapshot; the
+  // subsequent loadOlder/loadNewer use it verbatim.
+  function _aroundParams(extra) {
+    const p = { ...extra }
+    if (filters.value.artist_id != null) p.artist_id = filters.value.artist_id
+    if (filters.value.platform) p.platform = filters.value.platform
+    return p
+  }
+
   // Load a window centered on `postId`: newer posts above, the post, older
   // posts below. Sets both directional cursors for subsequent scrolling.
-  async function loadAround(postId) {
+  // Accepts the same filter shape as loadInitial so the anchored view
+  // stays artist/platform-scoped (operator-flagged 2026-06-01: clicking a
+  // post title from the modal's Provenance card opens the post in the
+  // posts feed; without this the older/newer scroll loaded unfiltered
+  // global posts instead of staying in the artist's stream).
+  async function loadAround(postId, newFilters) {
+    filters.value = {
+      artist_id: newFilters?.artist_id ?? null,
+      platform: newFilters?.platform ?? null,
+    }
     loading.value = true
     error.value = null
     anchorId.value = null
     try {
-      const body = await api.get('/api/posts', { params: { around: postId } })
+      const body = await api.get('/api/posts', {
+        params: _aroundParams({ around: postId }),
+      })
       items.value = body.items
       cursorOlder.value = body.cursor_older
       cursorNewer.value = body.cursor_newer
@@ -85,7 +108,9 @@ export const usePostsStore = defineStore('posts', () => {
     loading.value = true
     try {
       const body = await api.get('/api/posts', {
-        params: { cursor: cursorOlder.value, direction: 'older' },
+        params: _aroundParams({
+          cursor: cursorOlder.value, direction: 'older',
+        }),
       })
       items.value.push(...body.items)
       cursorOlder.value = body.next_cursor
@@ -102,7 +127,9 @@ export const usePostsStore = defineStore('posts', () => {
     loading.value = true
     try {
       const body = await api.get('/api/posts', {
-        params: { cursor: cursorNewer.value, direction: 'newer' },
+        params: _aroundParams({
+          cursor: cursorNewer.value, direction: 'newer',
+        }),
       })
       items.value.unshift(...body.items)
       cursorNewer.value = body.next_cursor

frontend/src/stores/suggestions.js

@@ -4,12 +4,12 @@ import { ref } from 'vue'
 import { useApi } from '../composables/useApi.js'
 import { useAsyncAction } from '../composables/useAsyncAction.js'
 
-// Category display order: people/sources first, general last.
+// Category display order: people first, general last.
-export const CATEGORY_ORDER = ['artist', 'character', 'copyright', 'general']
+// 'artist' (FC-2d-vii-c) and 'copyright' (2026-06-01) retired — only
+// character and general surface as suggestion categories now.
+export const CATEGORY_ORDER = ['character', 'general']
 export const CATEGORY_LABELS = {
-  artist: 'Artist',
   character: 'Character',
-  copyright: 'Copyright',
   general: 'General'
 }
 

frontend/src/views/PostsView.vue

@@ -161,7 +161,15 @@ function setupAroundObservers() {
 }
 async function loadAroundAndAnchor() {
   teardownFeed()
-  await store.loadAround(postIdFilter.value)
+  // Pass artist_id + platform through so the anchored view stays
+  // scoped — the older/newer infinite scrolls then read these filters
+  // back via the store's _aroundParams (operator-flagged 2026-06-01:
+  // post-title click from the modal landed scoped but the scroll then
+  // pulled unfiltered global posts).
+  await store.loadAround(postIdFilter.value, {
+    artist_id: artistFilter.value,
+    platform: platformFilter.value,
+  })
   await nextTick()
   const el = document.getElementById(`fc-post-${store.anchorId}`)
   if (el) el.scrollIntoView({ block: 'center' })

tests/test_api_ml_admin.py

@@ -19,7 +19,12 @@ async def test_get_and_patch_settings(client):
     resp = await client.get("/api/ml/settings")
     assert resp.status_code == 200
     body = await resp.get_json()
-    assert body["suggestion_threshold_general"] == pytest.approx(0.95)
+    # Default lowered 0.95 → 0.50 on 2026-06-01 (alembic 0029) — 0.95
+    # hid most general suggestions in the view modal.
+    assert body["suggestion_threshold_general"] == pytest.approx(0.50)
+    # Retired threshold columns must not appear in the payload.
+    assert "suggestion_threshold_artist" not in body
+    assert "suggestion_threshold_copyright" not in body
 
     resp = await client.patch(
         "/api/ml/settings", json={"suggestion_threshold_general": 0.90}

tests/test_ml_artist_retired.py

@@ -19,9 +19,9 @@ def test_threshold_for_artist_is_unsurfaced():
 
     class _S:
         suggestion_threshold_character = 0.5
-        suggestion_threshold_copyright = 0.5
         suggestion_threshold_general = 0.5
 
     svc = SuggestionService.__new__(SuggestionService)
-    # 'artist' must fall through to the 1.01 "never surfaces" default
+    # 'artist' and 'copyright' both retired — fall through to 1.01
     assert svc._threshold_for(_S(), "artist") == 1.01
+    assert svc._threshold_for(_S(), "copyright") == 1.01

tests/test_ml_suggestions.py

@@ -25,10 +25,13 @@ def _img(sha: str, predictions: dict) -> ImageRecord:
 
 @pytest.mark.asyncio
 async def test_threshold_filters_low_confidence_general(db):
+    # Default general threshold is 0.50 (alembic 0029 lowered it from
+    # 0.95). Use 0.30/0.60 to keep the test asserting threshold behavior
+    # rather than the exact cutoff number.
     img = _img(
         "a" * 64,
         {
-            "smile": {"category": "general", "confidence": 0.80},
+            "lowconf": {"category": "general", "confidence": 0.30},
             "sword": {"category": "general", "confidence": 0.97},
         },
     )
@@ -37,7 +40,7 @@ async def test_threshold_filters_low_confidence_general(db):
     sl = await SuggestionService(db).for_image(img.id)
     names = [s.display_name for s in sl.by_category.get("general", [])]
     assert "sword" in names
-    assert "smile" not in names
+    assert "lowconf" not in names
 
 
 @pytest.mark.asyncio

tests/test_ml_tagger.py

@@ -17,10 +17,13 @@ from backend.app.services.ml.tagger import (
 
 
 def test_surfaced_categories():
-    # FC-2d-vii-c: 'artist' retired — artist identity is acquisition-derived
+    # FC-2d-vii-c: 'artist' retired — artist identity is acquisition-
-    # (image_record.artist_id), never ML-inferred.
+    # derived (image_record.artist_id), never ML-inferred.
-    assert SURFACED_CATEGORIES == {"character", "copyright", "general"}
+    # 2026-06-01: 'copyright' retired — fandom serves as the franchise/
+    # copyright concept; operator doesn't use a separate copyright kind.
+    assert SURFACED_CATEGORIES == {"character", "general"}
     assert "artist" not in SURFACED_CATEGORIES
+    assert "copyright" not in SURFACED_CATEGORIES
 
 
 def test_store_floor_is_low():