calculate_scores

Calculate aggregate evaluation scores from dimension-level ratings. Supports weighted averaging, threshold analysis, and score visualization.

Skills
Scientific
0

What it does and how to use it

A skill that teaches Claude Code to do scientific tasks well. It is packaged knowledge the model uses whenever it is relevant.

Install the skill (command above).
In Claude Code, describe what you need - the skill turns on by itself when the context fits.
No commands to memorize: you talk in plain language and the skill does the rest.

Install (Claude Code)

mkdir -p .claude/skills/calculate-scores && curl -fsSL https://doutorai.pt/data/lib/skills__calculate-scores.md -o .claude/skills/calculate-scores/SKILL.md

Paste this command into the terminal, in your project folder, and the component installs automatically.

Content

#!/usr/bin/env python3
"""
ScholarEval Score Calculator

Calculate aggregate evaluation scores from dimension-level ratings.
Supports weighted averaging, threshold analysis, and score visualization.

Usage:
    python calculate_scores.py --scores <dimension_scores.json> --output <report.txt>
    python calculate_scores.py --scores <dimension_scores.json> --weights <weights.json>
    python calculate_scores.py --interactive

Author: ScholarEval Framework
License: MIT
"""

import json
import argparse
import sys
from typing import Dict, List, Optional
from pathlib import Path


# Default dimensio

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