Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
UNCITRAL Working Group on Electronic Commerce held an extensive discussion on issues related to electronic contracting and prepared and revised the UNCITRAL draft convention on contracts concluded or evidenced by data message. the UNCITRAL draft convention on contracts concluded or evidenced by data message. would seem to be focused to achieve the legal certainty and predictability which may arise electronic commerce. The purpose of this paper is to raise the understanding of the convention on the electronic contracting and the related contract law by studying the contents of Draft Convention on Electronic Contracting. This study is regarding the contract law with applying UNCITRAL draft convention on contracts concluded or evidenced by data message. UNCITRAL has prepared the draft to provide the legal framework to help facilitate e-commerce. Based on the Vienna convention made in 1980. this draft reflected the UNCITRAL model law on electronic commerce, UNCITRAL model law on electronic signatures, UETA of US and UECA of Canada. This draft doesn't separate electronic contracts from non-electronic contracts by the objects of trade. but it defines electronic contracts made by the methods of trades, in other words, data message. The draft doesn't deal with such problems as ambiguity, disagreement in interpretation or resolving disputes between the parties in contracts. The draft should be subject to review, discussion and approvals of countries, before becoming unified international laws on electronic contracts.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.013 | 0.014 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it