2000 Chap. 0398. An Act Providing For The Appointment Of The Treasurer Of The Dartmouth Fire District Number 3.
Bibliographic record
Abstract
Notwithstanding the provision of any general or special law to the contrary, in order to implement its school building program, the city of Boston may, in addition to the prequalification requirements pursuant to section 44D of chapter 149 of the General Laws, establish and impose a requirement that only contractors and subcontractors with a workers' compensation experience modification factor, as promulgated by the workers' compensation rating bureau, of 125 per cent or less shall be eligible to submit a bid or offer, but any contractor or subcontractor with a modification factor of up to 135 per cent shall be eligible to submit a bid or offer, if that modification factor was caused by a single loss.The school building program of said city of Boston shall not be subject to the provisions of section 44F of said chapter 149.For the purpose of this act, the words "school building program" shall mean the design, construction and equipping of three new schools within the city of Boston, specifically, a middle school located at Brunswick Gardens, a middle school located at Mildred Avenue, and a school for grades kindergarten through eight located at Orchard
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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.005 | 0.003 |
| Insufficient payload (model declined to judge) | 0.457 | 0.382 |
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".