Ardhanār?śvara: What We Know and What We Do not
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
Abstract Ardhanār?śvara is an expression of male brahmanical orthodox discourse; yet, this fact does not dismiss or negate the primary role that Ardhanār?śvara plays as a symbol of wholeness and liberation within Indian religion. We know by looking at the image of Ardhanār?śvara that although Pārvat? is placed on the left hand side, she constitutes no less than half of Śiva's body. In other words, Ardhanār?śvara is as much female as he or she is male. Consequently, even though we see the anthropomorphic body of Ardhanār?śvara idealized by the patriarchal norms of sacred iconographic convention, we also recognize profound attempts at symmetry, complementarity, and wholeness. In this state‐of‐the‐field review, we look at both of these areas to establish what we know, and what we do not know, about Ardhanār?śvara.
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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 | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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