Bibliographic record
Abstract
Pursuant to SSTGB Rule 803.2, this document contains the amendments, and rules related thereto, and interpretive opinions adopted by the Streamlined Sales Tax Governing Board (SSTGB) during 2013. While some amendments may include a specific future effective date, most are adopted without a specific effective date. Absent a specific effective date, the date by which a state must conform to an amendment is the date upon which a state may be sanctioned. Pursuant to Section of 809 of the SSUTA, if a state is required to make a statutory change to comply with any amendment to the SSUTA, or interpretation or interpretive rule adopted by the SSTGB, the state may not be sanctioned for failure to comply with the amendments and rules “…until the later of the first day of January at least two years after the adoption of the amendment … or the first day of a calendar quarter following the end of one full session of the state’s legislature.”
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.035 | 0.162 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.004 | 0.004 |
| Science and technology studies | 0.007 | 0.008 |
| Scholarly communication | 0.016 | 0.011 |
| Open science | 0.006 | 0.006 |
| Research integrity | 0.010 | 0.014 |
| Insufficient payload (model declined to judge) | 0.110 | 0.061 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".