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

731 / 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

731 / 1063

Text Span Under Review

boldly

Context excerpt

Source: local SemEval corpus fallback

Why the Coordinated Alternative Media Purge Should TERRIFY Everyone: Soon Those Who Hate Freedom Will Have Unquestioned Access to the Minds of 2 Billion People

Yesterday, the alternative media purge was boldly advanced in a coordinated effort to silence people who dissent from establishment views.
It’s just one more step toward a monopoly on information by those who hate freedom.
At this rate, they’ll soon have unquestioned access to the minds of more than 2 billion people.
And this should terrify everyone who wants to be free to question the status quo and to seek a wide range of information.
Hundreds of alternative media site administrators logged onto Facebook to discover that their accounts had been removed.
Soon after, many of these sites and their writers found that their Twitter accounts had also been suspended.
Popular pages like The AntiMedia (2.1 million fans), The Free Thought Project (3.1 million fans), Press for Truth (350K fans), Police the Police (1.9 million fans), Cop Block (1.7 million fans), and Punk Rock Libertarians (125K fans) are just a few of the ones which were unpublished.
Why were these alternative media accounts removed?
take our poll - story continues 

[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

Advanced Diagnostics

Internal Reference

Review Item Details

Diagnostics

Review Item ID

semeval2020_task11_validation_730

Source Type

semeval2020_task11

Language

Reference Context

Default

Source Context

Article Metadata

Article ID

article794141509

Full context excerpt

Source: local SemEval corpus fallback

Why the Coordinated Alternative Media Purge Should TERRIFY Everyone: Soon Those Who Hate Freedom Will Have Unquestioned Access to the Minds of 2 Billion People

Yesterday, the alternative media purge was boldly advanced in a coordinated effort to silence people who dissent from establishment views.
It’s just one more step toward a monopoly on information by those who hate freedom.
At this rate, they’ll soon have unquestioned access to the minds of more than 2 billion people.
And this should terrify everyone who wants to be free to question the status quo and to seek a wide range of information.
Hundreds of alternative media site administrators logged onto Facebook to discover that their accounts had been removed.
Soon after, many of these sites and their writers found that their Twitter accounts had also been suspended.
Popular pages like The AntiMedia (2.1 million fans), The Free Thought Project (3.1 million fans), Press for Truth (350K fans), Police the Police (1.9 million fans), Cop Block (1.7 million fans), and Punk Rock Libertarians (125K fans) are just a few of the ones which were unpublished.
Why were these alternative media accounts removed?
take our poll - story continues 

[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

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": "article794141509",
  "article_text_length": 13743,
  "raw_split": "dev",
  "source_loader": "zenodo_fallback",
  "template_label": "?"
}

Inspect Backend Response (Diagnostic RAW JSON)

{
  "id": "semeval2020_task11_validation_730",
  "source_dataset": "semeval2020_task11",
  "split": "validation",
  "language": "en",
  "text": "boldly",
  "context": null,
  "labels_original": [],
  "labels_rhetoric": [],
  "techniques": [],
  "span_start": 204,
  "span_end": 210,
  "is_manipulative": true,
  "annotation_quality": "external_unlabeled",
  "mapping_confidence": "unknown",
  "metadata": {
    "article_id": "article794141509",
    "article_text_length": 13743,
    "raw_split": "dev",
    "source_loader": "zenodo_fallback",
    "template_label": "?"
  }
}