Bibliographic record
Abstract
Size: 153 x 210 mm The foreground shows the section of Langridge Street from Smith Street to Wellington Street. A horse-and-carriage with driver stands at the bluestone gutter. A policeman complete with helmet stands at the ready while an elderly man with a rough walking stick looks on. All three men are bearded. Gas lamps line the street. To the right the side of the bi-chrome Commercial Hotel can be seen, then the Christian Chapel with a sign announcing that Dr. Porter preaches the gospel at Collingwood Town Hall. Below this is a sign erected by G. D. Langridge, auctioneer, and including the words 'City of Collingwood' and 'brick building'. It is not clear whether it is the chapel that is for sale. The large building on the left (now home to the Last Laugh Theatre Restaurant) housed at its Smith Street entrance the Langridge Mutual Permanent Building Society, managed by George D. Langridge, J.P., M.L.A, house agent and auctioneer, after whom the street was named. On the left (north) side is Waugh Bros, modellers and manufacturers of garden fountains, etc., then five house built in 1871 or 1872 and following the slope of the street. They have window shutters and open directly on to the street. Although timber (block-fronted with weatherboard sides) they are built as one unit, a style later outlawed because of the fire risk. Collingwood Council did not adopt its first building regulations until 1874, and even then they were perfunctory, inadequate and not strictly enforced. The house on the corner of Little Oxford Street has a shop window and was at different times a grocer's, a confectioner's and a greengrocer's. A woman stands outside this shop with her dog. The houses' bi-chrome chimneys echo the style of the six-storey brewing tower to be seen in the distance on the corner of Langridge and Wellington streets. This is John Wood's Yorkshire Brewery, topped by a flagpole. Between Little Oxford and Oxford streets is Thomas Wood's corn and wood store. Content of image: Langridge Street ; Langridge, George David ; Commercial Hotel ; Christian Chapel ; Waugh Brothers ; Yorkshire Brewery ; Wood, John Address: Langridge Street roads and streets streets - langridge street, collingwood
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.559 | 0.304 |
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".