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

788 / 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

788 / 1063

Text Span Under Review

ritual abuse

Context excerpt

Source: local SemEval corpus fallback

More Independent Media To Be Shut Down

The very word “secrecy” is repugnant in a free and open society; and we are as a people inherently and historically opposed to secret societies, to secret oaths and to secret proceedings.
We decided long ago that the dangers of excessive and unwarranted concealment of pertinent facts far outweighed the dangers which are cited to justify it.
Even today, there is little value in opposing the threat of a closed society by imitating its arbitrary restrictions.
Even today, there is little value in insuring the survival of our nation if our traditions do not survive with it.
And there is very grave danger that an announced need for increased security will be seized upon by those anxious to expand its meaning to the very limits of official censorship and concealment.
– JFK
If you haven’t already heard, Facebook has completely shut down hundreds, if not thousands of Independent media pages over the last year.
Some of the biggest pages include The Free Thought Project and The Anti-media, with millions of followers each, and years of sourced journalism.
These pages, among others, became targets a long time ago.
Working directly in the field and behind 

[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.

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Advanced Diagnostics

Internal Reference

Review Item Details

Diagnostics

Review Item ID

semeval2020_task11_validation_787

Source Type

semeval2020_task11

Language

Reference Context

Default

Source Context

Article Metadata

Article ID

article798244842

Full context excerpt

Source: local SemEval corpus fallback

More Independent Media To Be Shut Down

The very word “secrecy” is repugnant in a free and open society; and we are as a people inherently and historically opposed to secret societies, to secret oaths and to secret proceedings.
We decided long ago that the dangers of excessive and unwarranted concealment of pertinent facts far outweighed the dangers which are cited to justify it.
Even today, there is little value in opposing the threat of a closed society by imitating its arbitrary restrictions.
Even today, there is little value in insuring the survival of our nation if our traditions do not survive with it.
And there is very grave danger that an announced need for increased security will be seized upon by those anxious to expand its meaning to the very limits of official censorship and concealment.
– JFK
If you haven’t already heard, Facebook has completely shut down hundreds, if not thousands of Independent media pages over the last year.
Some of the biggest pages include The Free Thought Project and The Anti-media, with millions of followers each, and years of sourced journalism.
These pages, among others, became targets a long time ago.
Working directly in the field and behind 

[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": "article798244842",
  "article_text_length": 12099,
  "raw_split": "dev",
  "source_loader": "zenodo_fallback",
  "template_label": "?"
}

Inspect Backend Response (Diagnostic RAW JSON)

{
  "id": "semeval2020_task11_validation_787",
  "source_dataset": "semeval2020_task11",
  "split": "validation",
  "language": "en",
  "text": "ritual abuse",
  "context": null,
  "labels_original": [],
  "labels_rhetoric": [],
  "techniques": [],
  "span_start": 8701,
  "span_end": 8713,
  "is_manipulative": true,
  "annotation_quality": "external_unlabeled",
  "mapping_confidence": "unknown",
  "metadata": {
    "article_id": "article798244842",
    "article_text_length": 12099,
    "raw_split": "dev",
    "source_loader": "zenodo_fallback",
    "template_label": "?"
  }
}