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
Nova Chemicals and Dow Chemical plant accidents led to two deaths. At Nova’s Joffre, Alberta, site, a contractor working on a stationary crane at a polyethylene expansion project suffered trauma when he “came in contact with equipment.” Separately, a contractor was found unresponsive at Dow’s large Freeport, Texas, site and was later declared dead. Chemours has confirmed that it will build a new plant at its Ingleside, Texas, facility to produce the low-global-warming air-conditioning refrigerant hydrofluoroolefin (HFO)-1234yf. The $230 million plant will triple the firm’s current capacity and is expected to come on-line during the latter part of 2018. BASF has sold its former sterols manufacturing facility in Pasadena, Texas, to Trecora Chemical, a maker of specialty hydrocarbons and waxes. BASF closed the plant last year and shifted sterols products to its site in Boussens, France. Syngenta has named J. Erik Fyrwald, 56, currently CEO of chemical distributor Univar,
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.
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 | 0.000 | 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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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