Bibliographic record
Abstract
B are affured, that a bill i* intended to be brought into the new parliament, for making pei jury, in certain cafet, a capital off'nee.We are affured, that order* are preparing at the war oftce for fix regiment* of loot to themfelvet in readineft to embark for our fettle, i in the Eaft-Indie*.The c ale of the loyaliftt will undergo a clofe confideratiou foon alter the meeting ot parliament.April it).A report i* current in ftcotland, that all the duke* of Scotland are to be made peer* ot Great.| Britain.The Spaniard* are eftartliftVmg a filk trade at Minora, which bidt fair in a few year*, with proper encouragement, to be v-ry benefui.lj but they have tota.lyJciroyed the.fortification* at Mahon, and are letting 1 tk dot k-yard go to decay, no doubt on the idea that lagland will certainly attack it in a future war, and by I Oi> Hep it will be rendered an object of left confequence | is future.We learn from Jerfey, that the French are equipping j fcipt at St. Valcrv, St. Maloei, and le Quintin, and all the fmall pom of the fea-co»fh in that part of France, for the Newfoundland fifliery next fealon j where, it i* 1 laid, they will have more than 150 fail of veflelt.The French merchant* at thofe place* have a* yet no trade to Amerva, though all the port* of Brittany have been lung open by order of the king.One principal reafon ii, that fo many houle* have fuffered in France by their I transatlantic connection*, they are in no hairy to comment* a trade which at prefent promiics (o little ad van.dent, with four vice-prefjdentt, a comminee of thirty members, as ordimry dirtdort or managers, lor the current year, a treasurer, fecretary, and other officars | and, by the inftitution and rule* of the fociety, noblemen and gentlemen, who thoofe to encourage thole objecls, are to be received as members, each ordinary member to pay a fmall contribution annual, ly. DUBLIN,Had Mr. Gardiner't motion pafled lad Saturday, conduct of the enemies toward* fuch perfoni adhering to the gloriou* caufe as may fall inro their hand*.Mar the ex trnple of America Itimulate Ireland, and may thr* injured country neve-relax, until crowned with limuar laurels of triumph and independence.BERMUDA, May 19.ExtrtQ if* Utter J ram * gtntltmam in I indtn,
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.683 | 0.563 |
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".