Suburbium Issae – preliminary report from reconnaissance and excavations of the newly-discovered residential-artisanal quarter of Issa
Bibliographic record
Abstract
U radu se u preliminarnom obliku objavljuju rezultati rekognosciranja i sondažnog istraživanja prostora sa zapadne strane gradskog područja Ise, izvan zidina, na najdonjim sjeveroistočnim padinama brda Bandirice. Na tom prostoru od oko 1000 m2 pronađeni su ostatci građevina za koje se iznosi pretpostavka da je riječ o suburbiju, odnosno vjerojatnoj stambeno- obrtničkoj četvrti Ise. Rekognosciranjem prostora nađeni su ulomci dolija, sinterirani ulomci dolija i prepečene keramike amorfnih oblika, možda dijelova stijenki lončarske ili neke druge peći. Istraživanja su u samom početku, te je nemoguće iznositi čvršće zaključke, no nesumnjivo je riječ o jednom od najvažnijih pronalazaka kad je riječ o istraživanjima Ise, koji će uvelike pomoći u boljem razumijevanju isejskog urbanizma i oblikovanja prostora Ise, njezinog gospodarstva, širenja grada i drugih značajki te pridonijeti boljem shvaćanju naseljenosti grada i otoka.
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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 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 0.003 |
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".