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amendment_a_row_count
int64
amendment_a_transition_count
int64
amendment_b_answer_text_blank_count
int64
amendment_b_answer_text_nonempty_count
int64
amendment_b_row_count
int64
amendment_b_schema_has_answer_text_column
bool
amendment_b_schema_has_stated_confidence_column
bool
amendment_b_stated_confidence_blank_count
int64
amendment_b_stated_confidence_blank_not_retry_exhausted_count
int64
amendment_b_stated_confidence_blank_retry_exhausted_count
int64
amendment_b_stated_confidence_nonempty_count
int64
amendment_b_transition_count
int64
bad_merge_exclusion_present
bool
evidence_tier
string
excluded_input_count
int64
families_separated
bool
included_input_count
int64
status
string
validation_errors
list
13,932
9,288
0
30,321
30,321
true
true
30
0
30
30,291
20,214
true
local_bounded_exploratory_non_headline
3
true
24
pass
[]

Epistemic Humility Phase 1 Evaluation Artifacts

This dataset repository publishes the release-safe Phase 1 evaluation analysis artifacts for the Epistemic Humility research program.

Source repository: https://github.com/ProfSynapse/Epistemic-Humility-Research

Local provenance:

  • Analysis root: experiment/phase1/eval/analysis/
  • Results provenance inventory: experiment/paper/results-provenance-inventory.md
  • Public artifact manifest: docs/public-artifacts.md

Contents

The analysis/ folder contains aggregate CSV/JSON/Markdown outputs and the analysis scripts used to produce them, including:

  • SelfAware full-run comparison tables.
  • Amendment A and Amendment B transition reports.
  • Row-pattern summaries and representative examples.
  • Thinking-vs-nonthinking comparison summaries.
  • Sycophancy answer summaries.
  • Unknown-question label analyses.

Scope And Caveats

This repository intentionally does not publish every raw local eval result directory or scratch cache. It publishes the compact analysis layer that is most useful for replication and review while preserving the local provenance trail in the GitHub repository.

The results provenance inventory remains the authority for which evidence blocks are publication-grade, amendment-scoped, exploratory, or pending reconciliation. Do not treat all rows here as v0.3 headline evidence without checking that file.

Citation

If you use these artifacts, cite the GitHub repository and the exact Hugging Face revision shown on this dataset page.

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