Bibliographic record
Abstract
モロカイ島のカルア・ピッグが忘れられない / 山内進 コルシカ島の味―ブロッチュ / 大岩昌子 パンネクックのこと / 真田郷史 金沢で「やっほー」 / 竹内慶至 Carioca の味『Biscoito GLOBO』 / 後藤希望 穴の中のヒキガエル / ムーディ美穂 ポーランドのきのこ / 加藤有子 ノルウェーの海の幸、森の幸 / 梅垣昌子 リコリッシュ―タイヤ味のお菓子？ / 大橋保明 ボリス・ジョンソンとハギス / 甲斐清高 Chouchenn / Philip Rush ヘルシー・アボリジニ料理 / 濱嶋聡 The Greater Toronto Area – A Food Anecdote. / Allan Goodwin
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 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 | 0.003 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.010 | 0.012 |
| Scholarly communication | 0.021 | 0.015 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.107 | 0.039 |
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".