AI Skill Report Card
Searching Academic Literature
Academic Phrase Mining from Literature Databases
Quick Start5 / 15
Target: "research indicates" + methodology section
Query: "research indicates" ; "study shows" ; "findings suggest"
Filters: IF >5, 2020-2024, Methods+Results sections
Output: 20 contextual examples with source citations
Recommendation▾
Add concrete input/output examples showing actual search queries and their real results with full citations, not vague placeholders
Workflow10 / 15
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Target phrase identification
- Identify needed academic functions (reporting results, stating limitations, describing methods)
- List target phrases separated by semicolons
- Set section filters (abstract, methods, results, discussion)
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Database search execution Progress:
- Enter phrase queries with ";" separators
- Set impact factor threshold (>5, >10, >20)
- Define year range (typically 2015-2024)
- Select target paper sections
- Execute search with 30-40 results per page
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Pattern extraction and cataloging
- Extract complete sentence patterns
- Note journal name and impact factor
- Record publication year and field
- Identify structural variations
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Phrase bank organization
- Group by function: reporting, transitioning, concluding
- Sort by formality level and field specificity
- Create template sentences with variable slots
Recommendation▾
Clarify what specific database or tool this skill is for - the instructions assume access to a particular system that isn't identified
Examples5 / 20
Example 1: Input: "research limitations" + Discussion sections + IF >10 Output:
- "Research limitations/implications indicates models dynamics tested empirically future research." (J. Management Development, IF: 3.1, 2010)
- "This indicates that this effect cannot be solely attributed to the..." (Medical journal, 2022)
Example 2: Input: "previous research" + Introduction + 2020-2024 Output:
- "Previous research has established that [X]..."
- "Extensive research has shown that [Y]..."
- "A seminal study in this area indicates that [Z]..."
Example 3: Input: "results show" + Results section + Healthcare field Output: Field-specific result reporting patterns with medical terminology and statistical language
Recommendation▾
Provide actual templates and frameworks for organizing findings rather than just suggesting to 'create personal phrase bank'
Best Practices
- Use semicolons for multi-phrase searches: "indicates;shows;demonstrates"
- Target IF >5 journals for quality language patterns
- Focus on 2015-2024 publications for current academic style
- Extract complete sentences, not just phrases
- Record source details: journal, year, IF, field
- Create template patterns with [variable] slots
- Build separate collections for each paper section
- Double-click words for synonym alternatives
Common Pitfalls
- Don't use comma separators (system requires semicolons)
- Avoid mixing sections when building function-specific phrase banks
- Don't extract phrases without full sentence context
- Avoid low-impact journals for formal academic writing
- Don't ignore field-specific variations in language patterns
- Avoid copying complex statistical terminology without understanding
- Don't mix introduction language with results section phrases