The Zodiac Series: 10 Erotic Short Stories for Capricorn 3
Bibliographic record
Abstract
“All alone, she strolls around in his flat. Her aim is to prepare everything before he comes home. A note has been placed on the bedside table for her to read, and contains a list of instructions to make her punishment as mild and manageable as possible. She loves to obey him, but this particular evening she is overcome by beastliness. With a throbbing heart, she wonders whether she'll be able to contain herself when he reaches for the leather whip.” Beneath HimPart of an erotic star signs series from LUST, ‘The Zodiac Series: 10 Erotic Short Stories for Capricorn’ is a collection of erotica that aligns with this earth sign. Sensitive and sensual in bed, Capricorns are willing to put in the time and effort to satisfy their partners, and so too are the characters in these steamy stories. With ambition and determination, these stories aim to please the most enthusiastic lovers of the zodiac calendar.‘The Zodiac Series: 10 Erotic Short Stories for Capricorn’ features the stories: ‘Every Other Week’, ‘More than Friends’, ‘To My Lover’, ‘Princess Poetess’, ‘A Warm Winter in Montreal’, ‘A Three-Step Waltz’, ‘Beneath Him’, ‘Beneath Her’, ‘Strap-on’, and ‘Candy and Hugo’.LUST is a publishing house that publishes a collection of sexy and imaginative erotica. They’re on a mission to publish erotic literature that will appeal to every different kind of person, by representing different types of lust and desire to allow ourselves to understand that it’s okay to think about your sexuality, sex, and what turns you on.This compilation includes erotic short stories written by the following LUST authors: B. J. Hermansson, Chrystelle LeRoy, Alicia Luz, Alexandria Varg, Maya Klyde, Nina Alvén, and Sara Agnès L.
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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 | 0.005 |
| Meta-epidemiology (narrow) | 0.002 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 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) | 0.299 | 0.100 |
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".