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

679 / 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

679 / 1063
Context excerpt

Source: local SemEval corpus fallback

Dallas Chief Says She Can’t Fire Amber Guyger for Killing Botham Jean - Dept Rules Imply Otherwise

Dallas, TX — As citizens call for justice in the case of Dallas police officer Amber Guyger — the cop who killed the innocent Botham Jean in his own home — the controversy continues to grow.
In a town hall meeting this week, citizens showed that they still have a lot of questions for the Dallas Police Department in regards to the cold-blooded killing of Botham Jean.
On top of questions as to why it took several days to arrest the cop — despite the fact that Guyger admitted to it — were questions like why this person who has proven to be a threat to society has yet to be fired from the police force.
During the meeting, as Chief Renee Hall dodged several questions over the details of the arrest, she did go out of her way to answer the question of why Guyger is still collecting a paycheck from their department.
The short of it, according to Hall, is she can’t fire her.
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

[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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Internal Reference

Review Item Details

Diagnostics
Review Item ID
semeval2020_task11_validation_678
Source Type
semeval2020_task11
Language
en
Reference Context
Default
Source Context

Article Metadata

Article ID
article788847916
Full context excerpt

Source: local SemEval corpus fallback

Dallas Chief Says She Can’t Fire Amber Guyger for Killing Botham Jean - Dept Rules Imply Otherwise

Dallas, TX — As citizens call for justice in the case of Dallas police officer Amber Guyger — the cop who killed the innocent Botham Jean in his own home — the controversy continues to grow.
In a town hall meeting this week, citizens showed that they still have a lot of questions for the Dallas Police Department in regards to the cold-blooded killing of Botham Jean.
On top of questions as to why it took several days to arrest the cop — despite the fact that Guyger admitted to it — were questions like why this person who has proven to be a threat to society has yet to be fired from the police force.
During the meeting, as Chief Renee Hall dodged several questions over the details of the arrest, she did go out of her way to answer the question of why Guyger is still collecting a paycheck from their department.
The short of it, according to Hall, is she can’t fire her.
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

[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": "article788847916",
  "article_text_length": 4422,
  "raw_split": "dev",
  "source_loader": "zenodo_fallback",
  "template_label": "?"
}
Inspect Backend Response (Diagnostic RAW JSON) 
{
  "id": "semeval2020_task11_validation_678",
  "source_dataset": "semeval2020_task11",
  "split": "validation",
  "language": "en",
  "text": "killer cop",
  "context": null,
  "labels_original": [],
  "labels_rhetoric": [],
  "techniques": [],
  "span_start": 2450,
  "span_end": 2460,
  "is_manipulative": true,
  "annotation_quality": "external_unlabeled",
  "mapping_confidence": "unknown",
  "metadata": {
    "article_id": "article788847916",
    "article_text_length": 4422,
    "raw_split": "dev",
    "source_loader": "zenodo_fallback",
    "template_label": "?"
  }
}