Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This essay analyzes what Oe Kenzaburo (1994 Nobel laureate in literature) calls two opposing poles of ambiguity. The modernization of the Japanese language has been oriented toward learning from and imitating Indo-European languages (or Chinese), which permits one to make objective statements. Yet native Japanese ( yamato kotoba ) is unequivocally oriented by the speaker's standpoint which is naturally subjective, reflecting only his/her perceptions and judgments. To Oe, this ambiguous orientation of the Japanese language has forced its culture into obscurity and isolation. In my analysis, the "interpersonal" nature of Japanese (derived from the speaker orientation) and the interpersonal culture of Japan (derived from the language) have created a culture that appears ambiguous and may often be considered inscrutable from a European perspective. However, interpersonality as a feature of Japanese culture and in Japanese discourse is a new concept that deserves further examination.
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.
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) | 0.010 | 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 it