Bibliographic record
Abstract
STREETS: Bridge; Depot; Jefferson [101-425]; Lafayette [101-112]; Lafayette [202-424]; Monroe [101-424]; Ottawa [1-108]; St. Clair N. [1-150]; St. Clair S. [1-50]; Summit [1-150]; Superior N. [2-150]; Superior S. [1-45]; Swan; Washington [301-424]; Water [101-150]; SPECIALS: Ames Bonner Co.'s Brush Factory; Barker & Dwight Coal Yard; Barrencamp W. H. & Co. Trunk Factory; Bart H. Saw Works; Bitter W. J. M'f'g Co.; Blade Printing & Paper Co.; Buckeye Bottling Works; Buckeye Steam Laundry; Burnett House; Continental Hotel; Crabbs Bellmar & Co. Seed House; Crescent Candy Co.; D. & M. R. R. Freight Depot; Daily & Weekly Bee Printing; Dixon Block; Dolphin Paint Works; Eck J. S. & Co. Lumber Yards; Eddy Avery & Eddy Lum. Y'ds; Enterprise Machine Co.; Folger J. Sausage Fact.; Fort Industry Block; Gerold J. Bottling Works; Gosline & Barbour Coal Yard; Hotel Union; Kron C. Z. Carriage Top M'f'y; McLeary E. D. Machine Shop; Merchants Hotel; Michigan Hotel; Montreal Hotel; Moore C. H. Edge Tool M'f'y; New Standard Theatre; New York Hotel; North-western Saw Works; Odeon Hall; Owen P. H. Livery; Quinn J. E. Horse Collar Fact.; Railroad & Seamen's Bethel; Seeger V. Brass Foundry; Shaw J. Brass Foundry; Shaw Kendall & Co. Brass Goods M'f'y; Spear Johnson & Co. Printing; St. John & Co. Fish Warehouse; Standard Saw Works; Sunday Times Printing; Toledo Bustle M'f'g Co.; Toledo Express Printing; Toledo Livery Co.; Toledo Spice Co.; Union Hotel; United States Hotel; Wabash Freight Depot; Wade F. B. Company; Walbridge Block; Wheeler Opera House; Wyek's Hotel
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.859 | 0.657 |
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".