Новые технологии организации совместной работы в интернете
Bibliographic record
Abstract
Quebec city service [2 J. , non-pure laine Quebecers impure wool: Speaking as a Quebecer born and bread, albeit tainted by my impure wool genes, the year 2000 has obliged me to ride a political roller-coaster... [2]. de souch real Quebecer: A former Montrealer's first novel focus is on the de souch family, as impure a pure laine bunch as you'll fmd [2]. Parti Quebecois, Bloc Quebecois The Liberals ., Bloc Quebe cois bloc heads bloquists, Parti Quebe cois -pequists., bloc heads sovereignists, , separatists, , , . language cops, language police tongue troopers - , . , , The only people with less work to do than the proverbial Maytag repairman are Quebec's language cops.How else to explain what mobilized the tongue troopers against the name Montreal West, insisting... [2]. ( , ) , , .
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.006 | 0.003 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.007 | 0.013 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.012 | 0.011 |
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; both teacher heads agree on what is shown here.
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".