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data: add sample value expressions dataset
Co-authored-by: Claude <[email protected]> Type: data
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data/values/examples/README.md

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# Value Expression Examples
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This directory contains sample datasets of value expressions used for analysis and simulation.
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## Files
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- `value_expressions.csv`: A dataset of value expressions with percentages and example sentences
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- Format: value name, frequency percentage, example sentence
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- Contains samples across multiple value categories (helpfulness, professionalism, transparency, etc.)
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- Useful for training value extraction algorithms and simulating value-weighted conversations
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## Usage
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These sample datasets can be used for:
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1. Training and validating value extraction algorithms
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2. Initializing weighted value sampling in chat simulations
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3. Demonstrating value distribution analysis
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4. Testing anonymization techniques
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The percentages represent the frequency of each value type in a sample corpus, which can be used for weighted sampling when simulating conversations.
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value,percentage,example_sentence
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helpfulness,23.359,"I'm here to assist you with your question."
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helpfulness,23.359,"Let me help you solve this problem."
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helpfulness,23.359,"How can I best support you with this task?"
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helpfulness,23.359,"I'd be happy to provide the information you need."
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helpfulness,23.359,"What specific assistance do you need right now?"
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helpfulness,23.359,"I'll do my best to help you accomplish this goal."
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helpfulness,23.359,"Let me find the answer to that for you."
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helpfulness,23.359,"I'm available to support you with this project."
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helpfulness,23.359,"How may I assist you with this challenge?"
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helpfulness,23.359,"I want to help you resolve this issue effectively."
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helpfulness,23.359,"Let me provide some resources that might help."
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helpfulness,23.359,"Is there a specific way I can assist with this problem?"
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helpfulness,23.359,"I'm ready to support you in finding a solution."
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helpfulness,23.359,"How can I make this process easier for you?"
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helpfulness,23.359,"Let me guide you through these steps."
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helpfulness,23.359,"I'm happy to explain how this works."
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helpfulness,23.359,"What information would be most helpful to you?"
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helpfulness,23.359,"I can assist by breaking this down into manageable steps."
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helpfulness,23.359,"Let me offer some suggestions that might help."
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helpfulness,23.359,"I'm committed to helping you understand this concept."
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helpfulness,23.359,"How else can I be of assistance today?"
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helpfulness,23.359,"I'm dedicated to helping you find what you need."
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helpfulness,23.359,"Let me know how I can best help you."
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professionalism,22.861,"I'll maintain a high standard of work on this project."
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professionalism,22.861,"My approach to this matter will be thorough and objective."
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professionalism,22.861,"I'll ensure all communications are clear and appropriate."
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professionalism,22.861,"Let me address this situation with the appropriate level of formality."
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professionalism,22.861,"I'll provide a well-structured response to your inquiry."
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professionalism,22.861,"My analysis will adhere to established standards in this field."
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professionalism,22.861,"I'll maintain appropriate boundaries in our interaction."
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professionalism,22.861,"Let me respond to this with careful consideration."
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professionalism,22.861,"I'll approach this matter with the seriousness it deserves."
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professionalism,22.861,"My communication will be courteous and respectful."
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professionalism,22.861,"I'll maintain objectivity in addressing this situation."
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professionalism,22.861,"Let me provide a carefully considered perspective on this."
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professionalism,22.861,"I'll ensure my response meets professional standards."
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professionalism,22.861,"My approach will reflect best practices in this domain."
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professionalism,22.861,"I'll maintain appropriate tone and language in my response."
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professionalism,22.861,"Let me respond in a manner consistent with professional norms."
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professionalism,22.861,"I'll address your concern with the appropriate level of care."
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professionalism,22.861,"My handling of this matter will be discreet and appropriate."
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professionalism,22.861,"I'll maintain professional standards in my assistance."
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professionalism,22.861,"Let me approach this with professional diligence."
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professionalism,22.861,"I'll provide guidance that adheres to professional ethics."
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professionalism,22.861,"My response will be structured according to professional standards."
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transparency,17.391,"I want to be completely open about the limitations here."
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transparency,17.391,"Let me explain exactly how this process works."
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transparency,17.391,"I should disclose all relevant information about this topic."
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transparency,17.391,"It's important that I'm clear about what I can and cannot do."
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transparency,17.391,"Let me be straightforward about the potential challenges."
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transparency,17.391,"I'll be completely open about the source of this information."
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transparency,17.391,"It's important to disclose the uncertainties in this analysis."
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transparency,17.391,"Let me be clear about my reasoning process here."
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transparency,17.391,"I'll explain the full context behind this recommendation."
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transparency,17.391,"It's important that you understand how I arrived at this conclusion."
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transparency,17.391,"Let me share the complete picture of what's involved."
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transparency,17.391,"I want to be upfront about what this entails."
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transparency,17.391,"Let me clarify how I'm approaching this question."
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transparency,17.391,"I'll explain both the benefits and drawbacks of this approach."
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transparency,17.391,"It's important that I'm honest about potential limitations."
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transparency,17.391,"Let me be open about what information I'm using for this response."
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transparency,17.391,"I want to ensure you have complete visibility into this process."
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clarity,16.58,"Let me explain this concept in simple terms."
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clarity,16.58,"I'll make sure my explanation is easy to understand."
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clarity,16.58,"The key points should be presented without ambiguity."
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clarity,16.58,"Let me be clear about what this means."
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clarity,16.58,"I'll use straightforward language to explain this."
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clarity,16.58,"This concept can be understood more easily if we break it down."
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clarity,16.58,"Let me articulate this in the most clear way possible."
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clarity,16.58,"I'll avoid jargon that might obscure the meaning."
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clarity,16.58,"The essential idea here can be stated simply as..."
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clarity,16.58,"Let me restate this in clearer terms."
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clarity,16.58,"I'll express this in a way that avoids confusion."
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clarity,16.58,"To put it clearly and directly..."
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clarity,16.58,"Let me define what I mean by these terms."
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clarity,16.58,"I'll organize this information for maximum clarity."
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clarity,16.58,"The most straightforward way to understand this is..."
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clarity,16.58,"Let me clarify what this actually means in practice."
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thoroughness,14.301,"I'll cover all aspects of this topic comprehensively."
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thoroughness,14.301,"Let me provide a complete analysis of the situation."
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thoroughness,14.301,"I won't leave any important details out of this explanation."
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thoroughness,14.301,"Let me ensure I address every part of your question."
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thoroughness,14.301,"I'll examine all relevant factors in this situation."
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thoroughness,14.301,"This requires a comprehensive review of all elements involved."
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thoroughness,14.301,"Let me be exhaustive in my treatment of this subject."
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thoroughness,14.301,"I'll make sure to consider all possible approaches."
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thoroughness,14.301,"A complete answer requires addressing several components."
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thoroughness,14.301,"Let me be methodical in covering all aspects of this."
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thoroughness,14.301,"I'll ensure no important perspectives are overlooked."
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thoroughness,14.301,"This deserves a detailed and complete examination."
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thoroughness,14.301,"Let me explore all dimensions of this question."
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thoroughness,14.301,"I'll provide an in-depth analysis of each component."
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efficiency,6.606,"Let's find the most direct way to accomplish this."
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efficiency,6.606,"This approach will save time while maintaining quality."
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efficiency,6.606,"I'll suggest the most streamlined process for this task."
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efficiency,6.606,"Let's focus on optimizing the workflow for this."
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efficiency,6.606,"I can help you find the most resource-efficient solution."
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efficiency,6.606,"This method minimizes unnecessary steps and effort."
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technical excellence,6.127,"The code should follow best practices and optimal design patterns."
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technical excellence,6.127,"This solution demonstrates mastery of the technical concepts involved."
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technical excellence,6.127,"Let me suggest an implementation that exemplifies technical best practices."
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technical excellence,6.127,"This approach incorporates advanced technical principles."
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technical excellence,6.127,"I'll recommend a solution that demonstrates technical sophistication."
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technical excellence,6.127,"This implementation reflects a deep understanding of the technical requirements."
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authenticity,6.042,"I'll give you my honest opinion on this matter."
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authenticity,6.042,"It's important to present myself genuinely in this interaction."
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authenticity,6.042,"Let me share a sincere assessment of this situation."
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authenticity,6.042,"I want to provide a genuine response rather than a formulaic one."
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authenticity,6.042,"My goal is to engage with your question in an authentic way."
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authenticity,6.042,"I'll offer my genuine perspective on this issue."
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analytical rigor,5.478,"Let's carefully examine all the evidence before drawing conclusions."
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analytical rigor,5.478,"A methodical approach to this problem will yield better results."
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analytical rigor,5.478,"We should analyze this situation using structured reasoning."
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analytical rigor,5.478,"Let me apply systematic analysis to understand this better."
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analytical rigor,5.478,"This question deserves careful evaluation of all relevant factors."
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accuracy,5.318,"I need to ensure all the information I provide is correct."
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accuracy,5.318,"Precision in these calculations is absolutely essential."
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accuracy,5.318,"Let me verify these details to ensure they're accurate."
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accuracy,5.318,"It's crucial that this information is factually correct."
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accuracy,5.318,"I want to make sure my response contains no errors or misrepresentations."
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technical competence,4.912,"I have the necessary skills to implement this solution effectively."
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technical competence,4.912,"Understanding the technical framework is crucial for this task."
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technical competence,4.912,"This requires applying appropriate technical knowledge and skills."
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technical competence,4.912,"Let me demonstrate the relevant technical capabilities here."
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adaptability,4.811,"I can adjust my approach based on changing circumstances."
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adaptability,4.811,"Let's be flexible in how we address these evolving requirements."
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adaptability,4.811,"This solution can be modified to accommodate different situations."
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adaptability,4.811,"I'll adapt my response to your specific context and needs."
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intellectual honesty,4.806,"I should acknowledge the limitations of my knowledge here."
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intellectual honesty,4.806,"It's important to admit when I'm uncertain about something."
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intellectual honesty,4.806,"Let me be forthright about the strength of this conclusion."
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intellectual honesty,4.806,"I'll distinguish between what is known and what is speculation."
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accessibility,4.12,"This explanation should be understandable to people of all backgrounds."
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accessibility,4.12,"Let's ensure everyone can access and benefit from this resource."
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accessibility,4.12,"I'll present this information in a way that's accessible to all users."
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accessibility,4.12,"This approach prioritizes making content available to everyone."
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pragmatism,3.72,"Let's focus on practical solutions rather than theoretical ideals."
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pragmatism,3.72,"The most useful approach is one that actually works in real situations."
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pragmatism,3.72,"I'll suggest options that are feasible to implement with available resources."
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precision,3.537,"The exact wording of this statement matters for technical accuracy."
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precision,3.537,"Let me be specific about what these measurements indicate."
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precision,3.537,"This requires careful attention to the exact details involved."
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academic rigor,3.357,"This analysis should meet scholarly standards of evidence."
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academic rigor,3.357,"Let's ensure this work would withstand peer review scrutiny."
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academic rigor,3.357,"I'll approach this with the methodological care expected in academic work."
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service orientation,2.708,"My priority is to meet your needs effectively."
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service orientation,2.708,"How can I best serve your objectives in this situation?"
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responsibility,2.707,"I should take ownership of any mistakes or misunderstandings."
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responsibility,2.707,"It's my duty to provide reliable information on this topic."
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intellectual rigor,2.658,"Let's think through all logical implications of this argument."
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intellectual rigor,2.658,"This problem requires careful and disciplined thought."
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clear communication,2.563,"I'll express these ideas in straightforward language."
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clear communication,2.563,"My goal is to ensure you completely understand my response."
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technical precision,2.475,"The specific technical details here are crucial to get right."
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technical precision,2.475,"Let me be exact in describing how this mechanism functions."
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objectivity,2.342,"I should present all perspectives without bias."
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objectivity,2.342,"Let's examine this issue based on facts rather than assumptions."
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user experience,2.336,"The design should prioritize ease of use and intuitive interaction."
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user experience,2.336,"How would this solution feel from the user's perspective?"
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empathy,2.318,"I understand this situation might be frustrating for you."
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empathy,2.318,"Let me consider how this would affect people emotionally."
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honesty,2.145,"I need to be truthful even when the facts are uncomfortable."
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honesty,2.145,"Let me give you my sincere assessment of the situation."
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practical utility,2.138,"The most important question is whether this will be useful in practice."
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practical utility,2.138,"This solution has real-world applications that can help people."
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user autonomy,2.066,"You should have control over how this information is used."
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user autonomy,2.066,"I'll provide options so you can make your own informed decision."
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practicality,2.056,"Let's focus on what can actually be implemented."
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practicality,2.056,"A realistic approach will be more beneficial than an ideal one."
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accountability,2.019,"I should be answerable for the accuracy of this information."
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accountability,2.019,"Let me take responsibility for ensuring this meets your needs."
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systematic organization,1.981,"I'll structure this information in a logical, coherent way."
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inclusivity,1.89,"This explanation should be respectful of diverse perspectives."
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educational clarity,1.885,"I'll present this educational content in an easily digestible format."
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reliability,1.813,"You can count on consistent performance from this system."
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academic integrity,1.797,"All sources should be properly attributed and cited."
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cultural sensitivity,1.795,"This explanation should respect cultural differences and contexts."
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collaboration,1.772,"Let's work together to find the best solution."
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harm prevention,1.735,"Safety should be our primary concern in this situation."
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personal growth,1.584,"This challenge presents an opportunity for development and learning."
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attention to detail,1.568,"The small specifics matter greatly in getting this right."
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educational value,1.568,"This explanation should help build deeper understanding."
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fairness,1.48,"All perspectives deserve equal consideration in this analysis."
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professional competence,1.461,"My expertise in this area allows me to address your question effectively."
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emotional authenticity,1.334,"It's important to acknowledge the feelings involved in this situation."
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organization,1.295,"Let me structure this information in a logical sequence."
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effectiveness,1.246,"The key question is whether this solution achieves the desired outcome."
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code quality,1.231,"This code should be clean, maintainable, and well-documented."
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safety,1.218,"Let's prioritize protecting people from potential harm."
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ethical boundaries,1.165,"There are certain lines I should not cross in providing assistance."
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educational excellence,1.041,"This explanation aims to meet the highest standards of pedagogy."
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balanced perspective,1.031,"Let me present multiple viewpoints on this complex issue."
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user empowerment,1.023,"My goal is to help you develop your own capabilities."
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professional responsibility,1.011,"I have an obligation to provide reliable guidance in my area of expertise."
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epistemic humility,1.011,"I should acknowledge the limits of what is currently known about this topic."
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professional boundaries,1.0,"There are appropriate limits to the professional relationship here."

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