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| // Landing page: what CCR is, who runs the platform, and the doors in - | |
| // dashboard, guide, product/architecture. First-time visitors land here | |
| // (localStorage flag); the header "About" link brings anyone back. | |
| const STEPS = [ | |
| { | |
| n: "1", | |
| title: "Upload your texts", | |
| body: "A CSV or Excel file with one text per row - tweets, essays, open-ended survey answers, transcripts.", | |
| }, | |
| { | |
| n: "2", | |
| title: "Pick a validated scale", | |
| body: "Choose from the construct library (90+ published psychological scales) or paste your own questionnaire items.", | |
| }, | |
| { | |
| n: "3", | |
| title: "Get scores you can defend", | |
| body: "Every text is scored against every item, with distributions, per-item loadings, warnings, and a downloadable script that reproduces the numbers on any machine.", | |
| }, | |
| ]; | |
| export default function WelcomePage({ onEnter }) { | |
| return ( | |
| <div className="welcome"> | |
| {/* Hero copy is the PI's wording (2026-07-31) - edit only on request. */} | |
| <section className="welcome-hero card"> | |
| <h2>Theory-Driven Psychological Text Analysis</h2> | |
| <p> | |
| <b>Contextualized Construct Representation (CCR)</b> offers a | |
| theory-driven way to measure psychological themes in text without | |
| relying on simple word counts. CCR uses validated questionnaire items | |
| (or prototypical statements) designed to assess psychological | |
| constructs such as individualism, moral values, depression, | |
| religiosity, or personality traits. A language model then compares | |
| the meaning of a passage with the meaning of each input sentence and | |
| produces a score indicating how strongly the passage reflects the | |
| construct of interest. CCR is free, open-source, publicly available, | |
| multilingual, adaptable to new language models, and highly flexible. | |
| </p> | |
| <div className="welcome-cta"> | |
| <button className="primary" onClick={onEnter}> | |
| Open the dashboard → | |
| </button> | |
| {/* /guide is the public how-to guide; /testing and /product are | |
| lab-internal and reached from the header. */} | |
| <a className="ghost-link" href="/guide">How to use it</a> | |
| </div> | |
| </section> | |
| <section className="welcome-steps"> | |
| {STEPS.map((s) => ( | |
| <div className="card welcome-step" key={s.n}> | |
| <div className="step-n">{s.n}</div> | |
| <h3>{s.title}</h3> | |
| <p className="hint">{s.body}</p> | |
| </div> | |
| ))} | |
| </section> | |
| <section className="card"> | |
| <h3>Your data stays here</h3> | |
| <p className="hint"> | |
| The embedding models run on this server - no text is ever sent to | |
| third-party AI APIs. Every run records the exact model version, scale | |
| wording, and package versions, so results are auditable and | |
| reproducible outside the platform. | |
| </p> | |
| </section> | |
| <section className="card"> | |
| <h3>Who runs this</h3> | |
| <p className="hint"> | |
| This interface is designed, built, and maintained by the{" "} | |
| <a href="https://websites.umass.edu/matari/" target="_blank" rel="noopener noreferrer"> | |
| Culture & Morality Lab | |
| </a>{" "} | |
| (PI:{" "} | |
| <a href="https://mohammadatari.com/" target="_blank" rel="noopener noreferrer"> | |
| Mohammad Atari | |
| </a> | |
| ) at the University of Massachusetts Amherst. The CCR pipeline is built based on Atari et al. (2023), | |
| extended and validated by Chen et al. (2024), and features | |
| PsyEmbedding language models, which are fine-tuned open-source models | |
| for psychological text analysis (Atari et al., 2026). For | |
| suggestions, questions, bugs, and ideas, reach out to the maintainer | |
| at <a href="mailto:devaanand@umass.edu">devaanand@umass.edu</a>. | |
| </p> | |
| </section> | |
| {/* Open-source disclaimer - the PI's wording verbatim (2026-07-31). */} | |
| <section className="card"> | |
| <h3>Open-source disclaimer</h3> | |
| <p className="hint"> | |
| This is an open-source software: use at your own risk. This | |
| open-source software is provided "as is," without | |
| warranties or guarantees of accuracy, reliability, security, fitness | |
| for a particular purpose, or continued support. Users are | |
| responsible for validating outputs, protecting their data, and | |
| determining whether the software is appropriate for their intended | |
| use. The authors and contributors are not liable for losses or | |
| damages resulting from its use. | |
| </p> | |
| </section> | |
| </div> | |
| ); | |
| } | |