“The State of the Account Between Society and Himself”: Hyacinth Robinson’s Soldier’s Faith in The Princess Casamassima
Bibliographic record
Abstract
This chapter brings a legal pragmatist approach to Henry James’s The Princess Casamassima . In this reading, Hyacinth Robinson attaches himself to the revolutionary “party of action” because it is the only institution that brings any tangible value to his political beliefs. Also, like the pragmatist judge in the writings of Oliver Wendell Holmes, Jr., he assembles a model of experience and truth from archetypes that he poaches from the metaphoric battlefields of society: the bad man, the dissident, and the soldier. The further Hyacinth involves himself in the party, the more he immerses himself in the blind obedience of the soldier, invoking, in turn, Holmes’s conception of the “soldier’s faith.” Paradoxically, Hyacinth’s faith deepens even as his belief in the cause of the party crumbles under the weight of his increasing conviction that revolutionary ideals are based primarily on emotion. These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.005 | 0.011 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".