Bibliographic record
Abstract
<p class="1Body">In Chikamatsu’s <em>sewamono</em> genre, there are very complex social and ethical structures which derive from differences of status within the social structure. It is abundantly clear that <em>jōruri</em> plays depict the merchants’ indirect defiance of the military class, but the people who fell below the four-class structure—like <em>eta/hinin</em>—also suffer from their contradictory roles in society. Both merchants and <em>eta/hinin</em> were indispensable to the ruling class, yet their roles were despised and they were excluded from political power. The social structure was inherently unequal, but at the same time there were contradictions and conflicts within social classes as well. Chikamatsu’s masterpiece <em>Shinjū Ten no Amijima</em> reflects complex social and ethical conflicts within the merchant class: all the characters are bound not in a simple dichotomy between <em>giri</em> and <em>ninjō</em> but in conflicting and overlapping obligations<em> </em>of <em>giri</em>, <em>on</em>, <em>jō</em> and <em>ichibun</em>. <em>Shinjū Ten no Amijima </em>succeeds in depicting the rich humanity of the merchant class by illustrating its ethics of obligation, human relations, sympathy, and pride.</p>
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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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".