Bibliographic record
Abstract
Cambridge, Corpus Christi College 140 (71r–72v) [71r] Men þa leofestan, her onginð þæt halie gewrit þe com fram heofenan into Hierusalem. Soðlice hit gefeol beforan þam gaton Effrem, and þær hit wæs funden þurh anes preostes handa, þæs nama wæs Achor. And he hit sende to anre oðre byrig to oþrum preoste, þe genemned is Ioram, þe hit asende fram Bethania byrig to oðrum preoste, þe genemned is Machabeus. And he hit asende to monte Garganum þær sancte Michaeles circe is þæs heahengles. Soðlice þæt ylce gewrit þurh Cristes willan ures hlafordes com to Rome to sancte Petres byrgene. And ealle þa men þe wæron on þam burgum þær þæt gewrit to com, dydon þreora daga fæsten and halie gebedu and ælmessan, þæt ure milda hlaford heom fultum sealde and geopenode gewitt on manna heortan to oncnawenne ures drihtnes hælendes Cristes mildheortnesse. Eac hit segð for hwilcon þingum þis gewrit com to Hierusalem and to oðrum burgum þus gesutelod. And hit com on þone halgan sunnandæg, and þæt folc soðlice budon þone ylcan dæg to mærsianne mid micelre gecyrrednesse and geleafan. On sunnandæg nan man ne healde gemot, ne ne demon domas [71v], ne aðas ne swerion, ne grindan, ne hlafas bacan, ne bicgan, ne syllon on þone halgan sunnandæg, ne wyrtan on wyrtune ne gaderion, ne nanne ne tælon, ne nane huntunge nabbon forþam soðlice þurh þas þing bið þes middangeard forworden and cymð Godes yrre ofer eow. Eala yrmingas, nyte ge þæt God geworhte heafenas and eorðan, sæ and eal þæt þæron is on syx dagum, and syððan geworhte þone forman man Adam, and for his agægednesse fif þusend and twa hund and viii and twentig geara rihtwise and synfulle on helle forlet. Crist com for us on þisne middaneard on þeowan hiwe and micel for us þolode, and æfter his æreste to heofena rice rihtwise clypode. Ic eow bidde and mynegie, abysegiað eow þa hwile ge þæs fyrstes habbon on eowrum gebedum and on fæstenum and on wæccan and on ælmessan and on mycelre forhæfdnesse eoweres lichaman. Gað to cirican gelomlice and settað rodetacn geond eower hus.
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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 | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.010 | 0.007 |
| Insufficient payload (model declined to judge) | 0.749 | 0.495 |
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".