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

652 / 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

652 / 1063
Context excerpt

Source: local SemEval corpus fallback

Are You Kidding Me, Ted Cruz?
Don't "Blame The Police Officer" Who Admitted Killing Botham Jean?

Dallas, TX — In a repugnant and outright disrespectful move, Texas Senator Ted Cruz went to bat for Amber Guyger, the cop who admitted to taking the life of the innocent 26-year-old pillar of society, Botham Jean.
During an interview over the weekend, Cruz sat down with FOX 26 who started with the question of what he thought about the tragic killing of Jean by Guyger.
FOX 26 asked Cruz to respond to his Democratic midterm rival, Beto O’Rourke, who called for officer Guyger to be fired.
“I think we are all counting on the district attorney, on those in positions of trust and power right now, to do the right thing,” O’Rourke said, implying that, at the very minimum, Amber Guyger should be fired.
“There has to be a full accounting for how young black men continue to be killed in this country without accountability, without justice, without these full investigations, without respecting their civil rights.
This cannot continue.”
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.?
Wh

[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_651
Source Type
semeval2020_task11
Language
en
Reference Context
Default
Source Context

Article Metadata

Article ID
article788271400
Full context excerpt

Source: local SemEval corpus fallback

Are You Kidding Me, Ted Cruz?
Don't "Blame The Police Officer" Who Admitted Killing Botham Jean?

Dallas, TX — In a repugnant and outright disrespectful move, Texas Senator Ted Cruz went to bat for Amber Guyger, the cop who admitted to taking the life of the innocent 26-year-old pillar of society, Botham Jean.
During an interview over the weekend, Cruz sat down with FOX 26 who started with the question of what he thought about the tragic killing of Jean by Guyger.
FOX 26 asked Cruz to respond to his Democratic midterm rival, Beto O’Rourke, who called for officer Guyger to be fired.
“I think we are all counting on the district attorney, on those in positions of trust and power right now, to do the right thing,” O’Rourke said, implying that, at the very minimum, Amber Guyger should be fired.
“There has to be a full accounting for how young black men continue to be killed in this country without accountability, without justice, without these full investigations, without respecting their civil rights.
This cannot continue.”
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.?
Wh

[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": "article788271400",
  "article_text_length": 4993,
  "raw_split": "dev",
  "source_loader": "zenodo_fallback",
  "template_label": "?"
}
Inspect Backend Response (Diagnostic RAW JSON) 
{
  "id": "semeval2020_task11_validation_651",
  "source_dataset": "semeval2020_task11",
  "split": "validation",
  "language": "en",
  "text": "repugnant",
  "context": null,
  "labels_original": [],
  "labels_rhetoric": [],
  "techniques": [],
  "span_start": 116,
  "span_end": 125,
  "is_manipulative": true,
  "annotation_quality": "external_unlabeled",
  "mapping_confidence": "unknown",
  "metadata": {
    "article_id": "article788271400",
    "article_text_length": 4993,
    "raw_split": "dev",
    "source_loader": "zenodo_fallback",
    "template_label": "?"
  }
}