Bibliographic record
Abstract
I hadn't thought to open your travel journal, despite everything with divination on my mind, in the hope of coming across some treasure. And there was no confession whatsoever, no secret: just your perfect handwriting, tu caligrafía perfecta. And, parsed in India ink, your meditations, your panoramic originality, your unaffectedness line by line, horizon by horizon (since the days were passing), the whole Atlantic sloshed between your lachrymal Caribbeanisms; your tribulations, your memories and anxieties on hearing the mutter of the engine, the low hum of propellers, your knowing yourself to be at the mercy of air, wind, your intimate knowledge of those depths in which you would go on living vivirías ya in others, each with their own journal and their own journey. My own I take for granted. You took flying without wings to its rapturous limit, you, the well born, impeccable in your thinking, your manners, your conversation and your opulent descriptions free of hyperbole; knowing how to charm, to take charge, to reel in, to tease and savor. You, with your lustrous eyes smiling. Soaking up the listening, blaming with discretion. Various locks, hooks, knockers. A suitcase plastered with seals, stamps from distant latitudes, The Netherlands, Austria, Canada, wooden shoes, white alpine flowers, mallards in flight: your own wings spread, all I could wish for. With the knowledge of your death, I've kept my childhood clothes in your suitcase, those nylons I never knew how to wear, a silk-lined skirt, your portrait, fetishes, a necklace that changed me into you, the evaporated water from Lourdes that, neither saint nor virgin, can still instigate miracles. All of it clearly there sólo visibles in the coffin of the world.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.002 |
| Scholarly communication | 0.007 | 0.004 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.413 | 0.300 |
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".