SleekView for AI Text Classifier: classification scores as a real table
SleekView reads the posts and comments AI Text Classifier scores and the meta it stamps on them (predicted label, confidence, classifier version), then renders the queue as a sortable, filterable table with label, confidence and source as real columns instead of values buried inside a settings tab.
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The classifier predicts. WordPress holds the evidence.
AI Text Classifier runs a model against incoming text and writes its prediction back into WordPress. The cloud owns the classifier. WordPress owns the artifact: a row in wp_posts or wp_comments with the predicted label, confidence score and classifier version stamped through wp_postmeta or wp_commentmeta.
That artifact is what a moderation or governance team can actually review, and what the default screens hide. SleekView reads the same rows and the same meta directly. Title or excerpt sits alongside predicted label, confidence percentage and classifier version as real columns. Sort by confidence, filter to low-confidence predictions for human review, or pull every row marked spam by the model in the last seven days.
Inline edits go through standard WordPress CRUD, so any reclassification or status flip fires the usual hooks. Bulk-approve a batch of high-confidence rows, or send a low-confidence slice to manual review in a single pass.
Workflow
How SleekView reads AI Text Classifier data
Pick the source
Compose the column set
Save and scope the view
Approve, trash or export
Sample columns
A typical classifier results table
wp_posts + wp_postmeta + wp_comments + wp_commentmeta (classifier label, confidence and version keys)
| Source | Excerpt | Label | Confidence | Status | Version | Date |
|---|---|---|---|---|---|---|
| Comment | Loved the new burr grinder roundup, thanks | Approved | 94% | Approved | v3.1 | May 12 |
| Comment | Buy followers cheap dm me | Spam | 97% | Trash | v3.1 | May 12 |
| Post | Is solar still worth it in 2026? | Review | 62% | Pending | v3.1 | May 11 |
| Comment | great write up though one typo in step 3 | Approved | 88% | Pending | v3.0 | May 11 |
Comparison
Default AI Text Classifier admin vs SleekView
Default AI Text Classifier admin
- Posts and Comments screens ignore classifier meta
-
confidenceandclassifier_versionstay buried inwp_postmetaandwp_commentmeta - No filter by confidence range in either default list
- No way to see posts and comments side by side under one label
- No saved per-role view for moderators, editors or governance
SleekView
-
Read directly from
wp_posts,wp_commentsand their meta tables - Label, confidence and classifier version as sortable, filterable columns
- Inline-approve, trash or escalate rows in a single pass
- Save filtered views per role ("Low confidence review", "Spam last 7 days")
- Combine posts and comments under one classifier label in a unified view
Features
What SleekView gives you for AI Text Classifier
Label and confidence as real columns
Surface the classifier's predicted label, confidence percentage and version alongside the source row. Moderation moves from a per-row inspection to a sortable column set.
Confidence-range filters
Combine label, confidence range and source type into a saved filter. A low-confidence review queue becomes a single named view rather than a hand-built query.
Moderation through CRUD
Bulk-approve high-confidence rows or trash flagged ones. SleekView routes the changes through standard WordPress CRUD so listener plugins and audit logs still see them.
Audience
Who uses SleekView for AI Text Classifier
Moderators
Filter to confidence under 70% to pull a review queue. The label, source and excerpt sit in the row, so triage runs without opening each comment or post.
Community managers
Pull every row labelled spam in the last seven days to spot a coordinated wave. Group by label and version to track classifier drift.
Governance
Audit the share of rows handled by the model vs by humans, and export a CSV of low-confidence decisions for a quality review.
The bigger picture
Why classifier output needs a real workspace
AI Text Classifier is fast enough to score every comment and every post as it arrives, and that volume rises before any review process is in place. The default Posts and Comments screens have nowhere to surface the label, the confidence or the classifier version: every value lives in meta behind a click. SleekView reads the same rows and the same meta and turns them into columns a team can sort, filter and edit.
Moderators stop opening every flagged comment. Community managers stop guessing at spam waves. Governance stops rebuilding the same audit each month.
Content teams get a CSV export without a custom SQL query. The data has been in the database the whole time. SleekView gives each role a workspace built on it.
Questions
Common questions about SleekView for AI Text Classifier
Any meta key AI Text Classifier writes to wp_postmeta or wp_commentmeta. Common ones are the predicted label, confidence percentage and classifier version. The agent UI scans the installation and lists the meta keys present.
No. SleekView never calls the classifier model. It reads what the plugin has already written to your WordPress database. If a row was never classified, it cannot show a label, which is honest behaviour rather than a fabricated value.
 
Yes. Build a unified view across wp_posts and wp_comments scoped by the classifier label. Useful for a single moderation surface rather than two separate screens.
Yes. Confidence is a numeric meta value, so SleekView exposes it as a sortable column with range filters. Pull "under 70% confidence" or "95% and above" as named views.
 
Yes. Select rows, pick a status and SleekView writes through wp_update_post or wp_set_comment_status so moderation hooks still fire.
Yes. The classifier version is exposed as a column. Group by version to compare label distributions before and after an upgrade, or to flag rows still tagged with an outdated version.
 Yes. Any filtered set exports as CSV with the same columns the view shows. Useful for governance reviews and for archiving a moderation snapshot.
 No, it is an additional admin surface. The classifier settings stay where they are. SleekView gives moderation, community and governance teams a row-level workspace for the predictions the plugin has already made.
 Pricing
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