Bibliographic record
Abstract
Zechariah 4describes the fifth of the eight night visions of Zecha- riah. What the prophet sees is a menorah which is flanked on either side by an olive tree. Verse 12of the chapter seems to describe a kind of double-take on the part of the prophet, calling attention— in the form of a question addressed to the angelic commentator of the night visions—to a feature of the fifth vision that had not been part of the preceding description. The question reads as follows in the MT and NRSV: ַהְּמִריִקים ַהָּזָהב ַצְנְּתרֹות ְׁשֵני ְּבַיד ֲאֶׁשר ַהֵּזיִתים ִׁשֲּבֵליַמה־ְׁשֵּתי ַהָּזָהבֵמֲעֵליֶהם “What are these two branches of the olive trees, which pour out the oil through the two golden pipes?” The branches in question are subsequently identified by the angel as “the two anointed ones (literally, “the two sons of oil”) who stand by the Lord of the whole earth” (verse .)14
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 teacher head, 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".