46 Cheyne Walk Kensington and Chelsea Historic Building Record
Bibliographic record
Abstract
Nexus Heritage was commissioned by Andrew Moffat of Albyns in May 2011 to undertake an historic building record of No. 46 Cheyne walk of Kensington and Chelsea. The site is one of a block of 4 houses (Nos. 46-49) which are listed Grade II (LBS Number 203676). n archaeological desk-based assessment was commissioned of the Museum of London in 2008. This Historic Building record (HBR) draws heavily upon that report for background information, and that report is included in Appendix A in its entirety. The recording (photographic and survey) were undertaken by Matthew Parratt of Albyns and reporting by Dr G Wait and Mr Paul Belford of Nexus during April-June 2011. Site works had begun, with the interior stripping nearly complete when Nexus were commissioned by Albyns on 25th May 2011
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.388 | 0.110 |
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".