Bibliographic record
Abstract
Abuse female power and, 11 of power, 3-4 torture as, 126-130 women, power and, 4-11 Acquiring monstrosity, 43-44 Adolescent witch, 61-62 American Horror Story: Coven (AHS: Coven), 64-65, 100 and anxiety of embodiment, 65-69 American Horror Story: Coven [television show], 61-62 Anglicization, 18 Anglo-Canadian invasion, devil as, 21-23 Anxiety of embodiment, 65-69 Anxiety-ridden misogynistic myths, 70 Apollonian childhood theories, 32 Archie's Madhouse [comic series], 69 Assaults, 109 Authoritarianism, 136-137 Babine [film], 15 Baptism, 71-72 Behavioural Science Programme, 129-130 Beowulf [poem], 47-48, 99 female monstrosity in, 50-51 femme fatale in, 51-58 Modthryth, 49 Optional depth, 48-49 Braveheart, 5 Browser history, checking, 113 Bureaucracy, 127 Burgerz, 89-90, 95, 101 Bye Bye Birdie [film], 61 Capgras delusion, 31 Capgras syndrome, 31, 44 Catholic Church, 18, 21-22 Celebrity status, 3 Changeling, 32 children, 32-35 female adult, 36-38 murder of Bridget Cleary, 38-41 myths, 33-34 twentieth and twenty-first century faeries in fantasy texts, 41-42 Chasse-galerie: La légende [film], 15 Child welfare and systemic failures, 151 Childness', 32 Chilling Adventures of Sabrina, The [comic series], 61-62, 64-65, 69, 72, 100 Cis-women, 100 Coercive control, 2, 109, 111-112 Community values, 147-148 Computer monitoring software, 113 Conflict Tactics Scale (CTS), 105-106 Conte, 18 'Conte populaire', 21 Contemporary teenage witch, 61-62, 64 Control, 1-2, 110 Coping with motherhood, 150-151 Corporeal Feminism, 61-62 Counterintelligence Field Activity (CIFA), 129-130 Coverture, 126-127 Crime Survey of England and Wales (CSEW), 107 Criminal justice system, 141 Crucible, The, 69 Damnation, 16-17 Dangerous women, 146-147 Danish Girl, The [film], 82
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.005 | 0.006 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.011 | 0.007 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.845 | 0.867 |
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".