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Perceptions, Benefits, and Challenges of Students in SMU Senior High School on the Integration of Generative AI

Keira Pablo, Kale Gezler Cadorna, Roman Cabanag, Aaron Lucky Berganio, Reine Patrize Roberto, Jhoanna MJ Guieb, Eloisa Barbieto, Kristel Joy Dapiawen, Lady Valen Charon DelaPeña
Psychology and Education: A Multidisciplinary Journal · 2025-04-14 · DOI 10.70838/pemj.350304
Token #4856
✓ Verified on SciChain. The record below hashes to exactly the content hash stored on chain for token #4856.
Token#4856 of SciMatic Articles (ERC-1155), fixed supply 1,000,000
Contract0x0E596B4bb924937aA35D9b342A90347ed6F05eF8
Mint transaction0x76ac1fac10dd9f21be187713154b6ee6c8153780e4923b0a37500de128887b2f · block 12104377
Minted2026-10-02 03:40 UTC
Hash on chain0x73e56ddc319d2c3ca4f4c7ee7f3ca615aba4470340d6139bda4cc86486c6625e
SHA-256 of the record0x73e56ddc319d2c3ca4f4c7ee7f3ca615aba4470340d6139bda4cc86486c6625e
Article today Matches the anchored record.

Allocation at minting

HolderWalletMintedHolds now
SciMatic (10%) 0xc35709AB…277732 100,000 100,000
Keira Pablo 0x3677432d…f18904 100,000 100,000
Kale Gezler Cadorna 0x108881E0…16284C 100,000 100,000
Roman Cabanag 0x026e2100…262D34 100,000 100,000
Aaron Lucky Berganio 0x6a3cbaB7…6ac099 100,000 100,000
Reine Patrize Roberto 0x3e22d868…ed5988 100,000 100,000
Jhoanna MJ Guieb 0xEc5caae9…2F1cA4 100,000 100,000
Eloisa Barbieto 0x1693b31E…Bd5B60 100,000 100,000
Kristel Joy Dapiawen 0x15c0909c…9F6BeA 100,000 100,000
Lady Valen Charon DelaPeña 0x5ea197f5…d8f0B6 100,000 100,000

The anchored record

Canonical JSON (keys sorted, no spaces, UTF-8). Its SHA-256 is the hash on chain. The abstract here is gemini shortened, not the author's own text.

{"abstract":"The utilization of Generative Artificial Intelligence (GenAI) in education has become a prominent topic, yet research into its benefits and challenges remains limited. This study investigated the perceptions, benefits, and challenges of 274 students at Saint Mary's University Senior High School (SMUSHS) regarding GenAI use. Employing a descriptive-comparative design with quantitative (Likert scale) and qualitative (open-ended question) methods, the study found that students positively perceive GenAI as a tool that enhances learning outcomes. However, students perceived significantly higher levels of challenges than benefits. The frequency of GenAI usage significantly influenced students' perceptions and perceived benefits, while academic standing played a major role in shaping perceived challenges. For GenAI integration, most respondents suggested implementing restrictions, limitations, and strengthening AI policies to prevent over-reliance on AI for academic work. This study provides a basis for formulating policies and guidelines on GenAI use in education and for conducting seminars to address misconceptions and raise awareness of GenAI's benefits.","abstract_source":"gemini_shortened","authors":["Keira Pablo","Kale Gezler Cadorna","Roman Cabanag","Aaron Lucky Berganio","Reine Patrize Roberto","Jhoanna MJ Guieb","Eloisa Barbieto","Kristel Joy Dapiawen","Lady Valen Charon DelaPeña"],"date":"2025-04-14","doi":"10.70838/pemj.350304","id":4856,"issue":3,"journal":{"issn":"2822-4353","name":"Psychology and Education: A Multidisciplinary Journal"},"pdf_sha256":"d356a943c7fd1ac257540e8844189b982b919d20e63a00ca41ed77da3430f735","schema":"scimatic-article/1","title":"Perceptions, Benefits, and Challenges of Students in SMU Senior High School on the Integration of Generative AI","volume":35}

Check it yourself

1. The record, from the token's own metadata:

printf '%s' "$(curl -s https://scimatic.org/nft/articles/4856.json | jq -r .canonical_record)" | sha256sum

2. The hash stored on chain (contentHash(4856)):

curl -s https://rpc.scimatic.net -H 'content-type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"eth_call","params":[{"to":"0x0E596B4bb924937aA35D9b342A90347ed6F05eF8","data":"0xf3e0c29000000000000000000000000000000000000000000000000000000000000012f8"},"latest"]}'

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