[中國國民黨駐加西支部第一次代表大會留影 = Group photograph of the first Chinese Nationalist League of Canada (Western Branch) meeting] (2 of 2)
Bibliographic record
Abstract
Group photograph of the Chinese Nationalist League of Canada (Western Branch) at their first meeting. Lock Tin Lee is second from the right in the first row. The names of the members are on the bottom of the frame. The words "Gift to Lock Tin Lee" can be found on the frame. 中國國民黨駐加西支部第一次代表大會合照。後排 (右至左): 馬炳煥、陳玉泉、唐秋榜、余勤平、甄晃、黃文甫、趙安國、黃成開、李振雄、湯龍駰、黃宗燰、朱毅生和謝德修。前排 (右到左): 胡維壎、李樂天、譚泰恆、盤爵隆、周漢樞、羅弼傅、張惠滔、黃明三、余超平、李王孫、趙錫沛和鄭瑞策。相框上有「李樂天代表惠存」字樣。
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.010 | 0.002 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.433 | 0.112 |
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".