Hubin, Allen J.: Crime fiction IV: a comprehensive bibliography 1749-2000 / Allen J. Hubin. - A completely rev. and updated ed. - Shelburne, Ontario [u.a.]: Battered Silicon Dispatch Box, 2003. - XIV, 2689 S.; 28 cm ISBN 1-552-46501-2 (set) Gewebe $ 495.00 Vol. 1. Author [index] A-F. - ISBN 1-552-46496-2 Vol. 2. Author index G-M. - ISBN 1-552-46497-0 Vol. 3. Author index N-Z. - ISBN 1-552-46498-9 Vol. 4 Author index N-Z. - ISBN 1-552-46499-7 Vol. 5. The other indexes. - ISBN 1-552-46500-4 CD-ROM Version: Hubin, Allen J.: Crime fiction IV: a comprehensive bibliography 1749-2000 / Allen J. Hubin. - Oakland, CA: Locus Press, 2003.- 1 CD-ROM; 12 cm $ 49,95
Bibliographic record
Abstract
No abstract. This is not a gap in this database; OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.
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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.008 | 0.010 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.086 | 0.033 |
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".