Review Workspace

RhetoricScore Review Lab

Review already-generated annotations and mappings for future Gold Data. Start from the source text and its context, compare the original label with the RhetoricScore mapping, then decide whether the item should be accepted, rejected, remapped, or kept uncertain.

Reviewer question

Is this annotation or mapping usable for Gold Data?

Dataset Queue

Choose Review Set

669 / 1063
cocolofa / test cocolofa / train cocolofa / validation cognitive / cognitive_benchmark_alpha cognitive / cognitive_benchmark_v0_sample semeval2020_task11 / test semeval2020_task11 / train semeval2020_task11 / validation
Step 1 · Source

semeval2020_task11 / validation

669 / 1063
Context excerpt

Source: local SemEval corpus fallback

Keith Ellison Domestic Violence Accuser: Democratic Party Doesn’t Believe My Story

Karen Monahan, the woman who accused Keith Ellison of domestic abuse, says Democrats don’t believe her and are turning a blind eye and ear toward her claims — yet curiously, finding time and cause to go after Brett Kavanaugh.
Democrats, they do pick their “victims” well, don’t they?
take our poll - story continues below
Who should replace Nikki Haley as our ambassador to the U.N.?
Who should replace Nikki Haley as our ambassador to the U.N.?
Who should replace Nikki Haley as our ambassador to the U.N.?
* John Bolton Richard Grenell Dina Powell Heather Nauert Ivanka Trump
Email *
Comments This field is for validation purposes and should be left unchanged.
Completing this poll grants you access to Freedom Outpost updates free of charge.
You may opt out at anytime.
You also agree to this site's Privacy Policy and Terms of Use.
Monahan is Ellison’s former girlfriend, and she came forward a month ago to say the Democrat, now seeking an attorney general’s slot in Minnesota, sent her threatening text messages and physically hurt her in one of their confrontations.
Yet Democrats don’t think his accuser meet

[excerpt truncated]
Step 2 · Annotation

Compare Original Label and RhetoricScore Mapping

Review Target
Original Dataset Labels
None provided
RhetoricScore Mapped Labels
None provided
Detected / Imported Techniques
None detected
Annotation Quality
external_unlabeled
Mapping Confidence
unknown
Decision focus

Review the mapping and annotation quality. You do not need to judge whether the source text is factually true.

Previous sample Next sample
Internal Reference

Review Item Details

Diagnostics
Review Item ID
semeval2020_task11_validation_668
Source Type
semeval2020_task11
Language
en
Reference Context
Default
Source Context

Article Metadata

Article ID
article788273361
Full context excerpt

Source: local SemEval corpus fallback

Keith Ellison Domestic Violence Accuser: Democratic Party Doesn’t Believe My Story

Karen Monahan, the woman who accused Keith Ellison of domestic abuse, says Democrats don’t believe her and are turning a blind eye and ear toward her claims — yet curiously, finding time and cause to go after Brett Kavanaugh.
Democrats, they do pick their “victims” well, don’t they?
take our poll - story continues below
Who should replace Nikki Haley as our ambassador to the U.N.?
Who should replace Nikki Haley as our ambassador to the U.N.?
Who should replace Nikki Haley as our ambassador to the U.N.?
* John Bolton Richard Grenell Dina Powell Heather Nauert Ivanka Trump
Email *
Comments This field is for validation purposes and should be left unchanged.
Completing this poll grants you access to Freedom Outpost updates free of charge.
You may opt out at anytime.
You also agree to this site's Privacy Policy and Terms of Use.
Monahan is Ellison’s former girlfriend, and she came forward a month ago to say the Democrat, now seeking an attorney general’s slot in Minnesota, sent her threatening text messages and physically hurt her in one of their confrontations.
Yet Democrats don’t think his accuser meet

[excerpt truncated]
Summary
Review the precomputed dataset sample without changing scoring.
Reading Level: review only

Context Summary: Loaded from the existing review dataset.

Scores

Rhetorical Scores

High Variance Low Variance Reference Zone

Score data describing the text's rhetorical signals compared with the selected reference context.

Scores not available for this input.
Rhetorical Stability
N/A

No precomputed stability score is available for this review sample.

Detected Patterns

Detected Rhetorical Patterns

No unusual rhetorical patterns were detected in this sample.
Experimental Layer

Cognitive Quality Signals (Experimental)

Signal Status
Not_available
Language
en
Reference Context
Default
Explainability Details

Explainability Details (η Coefficients & Context Modifiers)

Detected Technique Domain Core Frequency Saturated Score Final Weight Alpha Context Eta Applied
No detailed explainability table is available for this result.
Raw metadata / debug 
{
  "article_id": "article788273361",
  "article_text_length": 4142,
  "raw_split": "dev",
  "source_loader": "zenodo_fallback",
  "template_label": "?"
}
Inspect Backend Response (Diagnostic RAW JSON) 
{
  "id": "semeval2020_task11_validation_668",
  "source_dataset": "semeval2020_task11",
  "split": "validation",
  "language": "en",
  "text": "Democrats, they do pick their “victims” well, don’t they?",
  "context": null,
  "labels_original": [],
  "labels_rhetoric": [],
  "techniques": [],
  "span_start": 310,
  "span_end": 367,
  "is_manipulative": true,
  "annotation_quality": "external_unlabeled",
  "mapping_confidence": "unknown",
  "metadata": {
    "article_id": "article788273361",
    "article_text_length": 4142,
    "raw_split": "dev",
    "source_loader": "zenodo_fallback",
    "template_label": "?"
  }
}