Bibliographic record
Abstract
Book reviewed in this article: Tembrock, G. (1962): Zur Strukturanalyse des Kampfverhaltens beim Rotfuchs. Beer, C. G. (1962): Incubation and nest-building behaviour of Blackheaded Gulls II: Incubation behaviour in the laying period. Dücker, G. (1962): Brutpflegeverhalten und Ontogenese des Verhaltens bei Surikaten (Suricata suricatta Schreb., Viverridae). McGill, T. E. (1962): Sexual behaviour in three inbred strains of Mice. Stern, C. (1960): Principles of human genetics. Primatologia III, Teil 2 (1960): Blut- und Kreislauforgane, Respirationsorgane, Zähne und Gebiß. Band II, Teil 1, Lieferung 3 (1961): J. Biegert, Volarhaut der Hände und Füße, sowie entsprechende Bildungen auf Nase und Schwanz. Band II, Teil 1, Lieferung 6 (1962): J. W. Rohen: Sehorgan. Band II, Teil 2, Lieferung 8 (1961): K. Feremutsch: Basalganglien. Band II, Teil 2, Lieferung 11 (1962): M. Wrete: Autonomes Nervensystem. Fortschritte der Zoologie, Band 13. Gustav Fischer Verlag Stuttgart. Reisinger, E. (1961): Hohltiere, a- und pseudocoelomate Würmer. Adam, H. (1961): Mikroskopische Anatomie des Nervensystems der Wirbeltiere. D. Burckhardt: Allgemeine Sinnes- und Elektrophysiologie der Rezeptoren. Hoffmann, Chr. (1961): Vergleichende Physiologie des Temperatursinnes und der chemischen Sinne. Autrum, H. (1961): Physiologie des Sehens. Wickler, W. (1961): Ökologie und Stammesgeschichte von Verhaltensweisen. Fortschritte der Zoologie, Band 14. Verlag Gustav Fischer Fortschritte der Zoologie Bd. 15, 1. Lieferung. Verlag Gustav Fischer Stuttgart. Fortschritte der Zoologie, Band 15, 2. Lieferung. Frisch, K. v. (1962): Erinnerungen eines Biologen. Slijper, E.J. (1962): Riesen des Meeres, eine Biologie der Wale und Delphine. Aufnahme und Verarbeitung von Nachrichten durch Organismen. Vorträgc aus dem Gebiet der Kybernetik, gehalten auf der NTG-Fachtagung in Karlsruhe am 11. und 12.
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 | 0.006 | 0.007 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.602 | 0.569 |
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".