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Prepare a correction note →Purpose / Method / Accountability
We explain the gap between a machine’s suggestion and a defensible archaeological interpretation.
wondergadgetjlt.online is an independent educational website published by Wondergadgetjlt Research Ltd. Our readers include archaeology students, technically curious visitors and people who want to evaluate discovery headlines more carefully.
We do not conduct site identification for readers, certify discoveries, issue access permissions or replace professional archaeological advice. We are not affiliated with the research teams, journals, heritage bodies or data providers cited in our articles.
We begin with the instrument and the research question. We then ask how the data were processed, how a model was tested and what independent evidence supports the interpretation. Remote sensing and machine learning are related tools, not interchangeable terms.
Where possible, our notes link to original research, official technical documentation and professional guidance. A paper’s findings are described within their study context. We do not present one project’s performance as a promise for every landscape.
Sources may have paywalls, changing addresses or later corrections. Readers should check the complete publication and its current record before relying on a detail for academic or professional work.
We publish explanatory workflows, carefully qualified case studies and questions for evaluating evidence. We do not publish candidate-coordinate lists or instructions for disturbing archaeological deposits. Contextual photographs are labelled so they cannot reasonably be mistaken for results from the studies discussed.
We treat communities, heritage protection and data governance as part of research quality. A technically reproducible workflow is not automatically an ethically acceptable one.
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Prepare a correction note →Start with measurement, move to model evaluation, test the suggestion and consider the responsibilities that follow.
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