Briar Lodge, Silver Street, Barrow upon Humber, North Lincolnshire: Historic Building Survey
Classification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".
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
Photography was undertaken in 35mm digital SLR colour photography (using a 10.4 Mpixel format). Photography was undertaken of the building to create a primary archive and included general shots of the site and detailed photography of room arrangement; main elevations and constructional details such as window openings, and fixtures and fittings, such as doors and window fenestration. Weather conditions on the 15th July began bright with strong sun but became overcast by midday with light showers later; these conditions continued on the following day. Low light levels necessitated the use of flash in all interior situations and included some fill-in flash to penetrate the shadows in the exterior shots. The photographs were further supplemented by Room-based record sheets and Brickwork recording sheets. Briar Cottage was probably built in the early to mid-19th century, as no buildings could be identified on the plot in documentation associated with the enclosure of the parish at the beginning of the 19th century, but it does appear on the 1887 1st edition Ordnance Survey map. An exact date for the construction of the original cottage could not be established, and so much modern extension and fabric now obscures the original building that a timber-framed or early cottage origin cannot be ruled out at this stage. The building has been successively extended and modernised, unfortunately largely obscuring the original fabric, although its diminutive massing attests its origin. This building survey has recorded and provided an archive of Briar Cottage, Barrow upon Humber to preserve it by record prior to its redevelopment and the consequent loss of historic evidence contained in its fabric. This report details the results of non-intrusive pre-commencement survey, and as the proposed development would require the demolition of the structure, a phase of observation and recording carried out during the demolition process may yet allow for further interpretation if structural evidence were to be exposed in the currently concealed fabric of the building.
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 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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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